From 2a5f1657f4de73c4a38fa65870d042f13e839b20 Mon Sep 17 00:00:00 2001 From: Brendan Haines Date: Sat, 26 Jul 2025 19:14:38 -0600 Subject: [PATCH] add some analysis of generated signal --- examples/spectral_purity.ipynb | 481 +++++++++++++++++++++++++++++++++ 1 file changed, 481 insertions(+) create mode 100644 examples/spectral_purity.ipynb diff --git a/examples/spectral_purity.ipynb b/examples/spectral_purity.ipynb new file mode 100644 index 0000000..c4d71d7 --- /dev/null +++ b/examples/spectral_purity.ipynb @@ -0,0 +1,481 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "a3c9d0d7", + "metadata": {}, + "source": [ + "# Spectral Purity Testing\n", + "\n", + "I noticed that I'm not getting a very pure tone out of the SDR." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "a63f89a0", + "metadata": {}, + "outputs": [], + "source": [ + "from charon_vna.vna import Charon, generate_tone\n", + "from matplotlib import pyplot as plt\n", + "from matplotlib.ticker import EngFormatter\n", + "import xarray as xr\n", + "import numpy as np\n", + "from bh_instruments import addresses\n", + "from bh_instruments.spectrum_analyzer import HP8563E\n", + "from retry import retry\n", + "from pyvisa import VisaIOError\n", + "from scipy.signal import argrelmin\n", + "from matplotlib.markers import CARETDOWN" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "50cb24e1", + "metadata": {}, + "outputs": [], + "source": [ + "# connect to devices\n", + "vna = Charon()\n", + "sa = HP8563E(addresses.ADDR_SA) # a spectrum analyzer for characterizing the SDR" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "ad135fba", + "metadata": {}, + "outputs": [], + "source": [ + "# set up device\n", + "vna.set_switches(1, 1) # pick a port to do all of the testing on" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "661e877b", + "metadata": {}, + "outputs": [], + "source": [ + "# helpers\n", + "def stop_tx(vna: Charon):\n", + " self = vna\n", + " self.sdr.tx_destroy_buffer()\n", + "\n", + "def tx_forever(vna: Charon, frequency: float, tx_gain: float):\n", + " self = vna\n", + " self.sdr.tx_destroy_buffer()\n", + " self.sdr.tx_hardwaregain_chan0 = float(tx_gain)\n", + " self.sdr.tx_lo = int(frequency - self.FREQUENCY_OFFSET)\n", + " self.sdr.tx_cyclic_buffer = True\n", + " # For some reason the pluto's DDS has truly horrendous phase noise to the point where it looks modulated\n", + " self.sdr.tx(generate_tone(f=self.FREQUENCY_OFFSET, fs=self.sdr.sample_rate))\n", + " # self.sdr.dds_single_tone(self.FREQUENCY_OFFSET, scale=0.9, channel=0)\n", + "\n", + "@retry(VisaIOError)\n", + "def get_trace():\n", + " \"\"\"\n", + " The spectrum analyzer sometimes gives me communication errors :(\n", + " \"\"\"\n", + " return sa.get_trace().data\n", + "\n", + "def db2v(db):\n", + " return 10 ** (db / 20)\n", + "\n", + "def v2db(v):\n", + " return 20 * np.log10(v)\n", + "\n", + "def db2w(db):\n", + " return 10 ** (db / 10)\n", + "\n", + "def w2db(w):\n", + " return 10 * np.log10(w)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "8ad12c6d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-80.0\n", + "-79.5\n", + "-79.0\n", + "-78.5\n", + "-78.0\n", + "-77.5\n", + "-77.0\n", + "-76.5\n", + "-76.0\n", + "-75.5\n", + "-75.0\n", + "-74.5\n", + "-74.0\n", + "-73.5\n", + "-73.0\n", + "-72.5\n", + "-72.0\n", + "-71.5\n", + "-71.0\n", + "-70.5\n", + "-70.0\n", + "-69.5\n", + "-69.0\n", + "-68.5\n", + "-68.0\n", + "-67.5\n", + "-67.0\n", + "-66.5\n", + "-66.0\n", + "-65.5\n", + "-65.0\n", + "-64.5\n", + "-64.0\n", + "-63.5\n", + "-63.0\n", + "-62.5\n", + "-62.0\n", + "-61.5\n", + "-61.0\n", + "-60.5\n", + "-60.0\n", + "-59.5\n", + "-59.0\n", + "-58.5\n", + "-58.0\n", + "-57.5\n", + "-57.0\n", + "-56.5\n", + "-56.0\n", + "-55.5\n", + "-55.0\n", + "-54.5\n", + "-54.0\n", + "-53.5\n", + "-53.0\n", + "-52.5\n", + "-52.0\n", + "-51.5\n", + "-51.0\n", + "-50.5\n", + "-50.0\n", + "-49.5\n", + "-49.0\n", + "-48.5\n", + "-48.0\n", + "-47.5\n", + "-47.0\n", + "-46.5\n", + "-46.0\n", + "-45.5\n", + "-45.0\n", + "-44.5\n", + "-44.0\n", + "-43.5\n", + "-43.0\n", + "-42.5\n", + "-42.0\n", + "-41.5\n", + "-41.0\n", + "-40.5\n" + ] + }, + { + "ename": "ValueError", + "evalue": "timeout value is invalid", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[5], line 19\u001b[0m\n\u001b[1;32m 17\u001b[0m sa\u001b[38;5;241m.\u001b[39mset_frequency(fc\u001b[38;5;241m-\u001b[39mbw\u001b[38;5;241m/\u001b[39m\u001b[38;5;241m2\u001b[39m, fc\u001b[38;5;241m+\u001b[39mbw\u001b[38;5;241m/\u001b[39m\u001b[38;5;241m2\u001b[39m)\n\u001b[1;32m 18\u001b[0m sa\u001b[38;5;241m.\u001b[39mset_trigger(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msingle\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m---> 19\u001b[0m da\u001b[38;5;241m.\u001b[39mloc[\u001b[38;5;28mdict\u001b[39m(tx_gain\u001b[38;5;241m=\u001b[39mg)] \u001b[38;5;241m=\u001b[39m \u001b[43mget_trace\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/Documents/projects/charon/.venv/lib/python3.10/site-packages/decorator.py:235\u001b[0m, in \u001b[0;36mdecorate..fun\u001b[0;34m(*args, **kw)\u001b[0m\n\u001b[1;32m 233\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m kwsyntax:\n\u001b[1;32m 234\u001b[0m args, kw \u001b[38;5;241m=\u001b[39m fix(args, kw, sig)\n\u001b[0;32m--> 235\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mcaller\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfunc\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mextras\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkw\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/Documents/projects/charon/.venv/lib/python3.10/site-packages/retry/api.py:73\u001b[0m, in \u001b[0;36mretry..retry_decorator\u001b[0;34m(f, *fargs, **fkwargs)\u001b[0m\n\u001b[1;32m 71\u001b[0m args \u001b[38;5;241m=\u001b[39m fargs \u001b[38;5;28;01mif\u001b[39;00m fargs \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28mlist\u001b[39m()\n\u001b[1;32m 72\u001b[0m kwargs \u001b[38;5;241m=\u001b[39m fkwargs \u001b[38;5;28;01mif\u001b[39;00m fkwargs \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28mdict\u001b[39m()\n\u001b[0;32m---> 73\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m__retry_internal\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpartial\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mexceptions\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtries\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdelay\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmax_delay\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbackoff\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mjitter\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 74\u001b[0m \u001b[43m \u001b[49m\u001b[43mlogger\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/Documents/projects/charon/.venv/lib/python3.10/site-packages/retry/api.py:33\u001b[0m, in \u001b[0;36m__retry_internal\u001b[0;34m(f, exceptions, tries, delay, max_delay, backoff, jitter, logger)\u001b[0m\n\u001b[1;32m 31\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m _tries:\n\u001b[1;32m 32\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m---> 33\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mf\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 34\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m exceptions \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m 35\u001b[0m _tries \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n", + "Cell \u001b[0;32mIn[4], line 21\u001b[0m, in \u001b[0;36mget_trace\u001b[0;34m()\u001b[0m\n\u001b[1;32m 16\u001b[0m \u001b[38;5;129m@retry\u001b[39m(VisaIOError)\n\u001b[1;32m 17\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21mget_trace\u001b[39m():\n\u001b[1;32m 18\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 19\u001b[0m \u001b[38;5;124;03m The spectrum analyzer sometimes gives me communication errors :(\u001b[39;00m\n\u001b[1;32m 20\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m---> 21\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43msa\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_trace\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mdata\n", + "File \u001b[0;32m~/Documents/projects/bh_instruments/bh_instruments/spectrum_analyzer.py:198\u001b[0m, in \u001b[0;36mHP8563E.get_trace\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 195\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39miface\u001b[38;5;241m.\u001b[39mwrite(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTS\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 197\u001b[0m old_timeout \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39miface\u001b[38;5;241m.\u001b[39mtimeout\n\u001b[0;32m--> 198\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43miface\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtimeout\u001b[49m \u001b[38;5;241m=\u001b[39m (sweep_time \u001b[38;5;241m+\u001b[39m delay) \u001b[38;5;241m*\u001b[39m \u001b[38;5;241m1.2\u001b[39m \u001b[38;5;241m*\u001b[39m \u001b[38;5;241m1000\u001b[39m \u001b[38;5;66;03m# timeout is in mS\u001b[39;00m\n\u001b[1;32m 199\u001b[0m data_m \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marray([\u001b[38;5;28mfloat\u001b[39m(pt) \u001b[38;5;28;01mfor\u001b[39;00m pt \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39miface\u001b[38;5;241m.\u001b[39mquery(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTRA?\u001b[39m\u001b[38;5;124m\"\u001b[39m)\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m)])\n\u001b[1;32m 200\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39miface\u001b[38;5;241m.\u001b[39mtimeout \u001b[38;5;241m=\u001b[39m old_timeout\n", + "File \u001b[0;32m~/Documents/projects/charon/.venv/lib/python3.10/site-packages/pyvisa/attributes.py:186\u001b[0m, in \u001b[0;36mAttribute.__set__\u001b[0;34m(self, instance, value)\u001b[0m\n\u001b[1;32m 181\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcan\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mt write attribute\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 183\u001b[0m \u001b[38;5;66;03m# Here we use the bare integer value of the enumeration hence the type ignore\u001b[39;00m\n\u001b[1;32m 184\u001b[0m instance\u001b[38;5;241m.\u001b[39mset_visa_attribute(\n\u001b[1;32m 185\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mattribute_id, \u001b[38;5;66;03m# type: ignore\u001b[39;00m\n\u001b[0;32m--> 186\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpre_set\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m)\u001b[49m,\n\u001b[1;32m 187\u001b[0m )\n", + "File \u001b[0;32m~/Documents/projects/charon/.venv/lib/python3.10/site-packages/pyvisa/attributes.py:662\u001b[0m, in \u001b[0;36mAttrVI_ATTR_TMO_VALUE.pre_set\u001b[0;34m(self, value)\u001b[0m\n\u001b[1;32m 660\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21mpre_set\u001b[39m(\u001b[38;5;28mself\u001b[39m, value: Optional[Union[\u001b[38;5;28mint\u001b[39m, \u001b[38;5;28mfloat\u001b[39m]]) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28mint\u001b[39m:\n\u001b[1;32m 661\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Convert the timeout to an integer recognized by the VISA library.\"\"\"\u001b[39;00m\n\u001b[0;32m--> 662\u001b[0m timeout \u001b[38;5;241m=\u001b[39m \u001b[43mutil\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcleanup_timeout\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 663\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m timeout\n", + "File \u001b[0;32m~/Documents/projects/charon/.venv/lib/python3.10/site-packages/pyvisa/util.py:263\u001b[0m, in \u001b[0;36mcleanup_timeout\u001b[0;34m(timeout)\u001b[0m\n\u001b[1;32m 260\u001b[0m timeout \u001b[38;5;241m=\u001b[39m constants\u001b[38;5;241m.\u001b[39mVI_TMO_IMMEDIATE\n\u001b[1;32m 262\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m (\u001b[38;5;241m1\u001b[39m \u001b[38;5;241m<\u001b[39m\u001b[38;5;241m=\u001b[39m timeout \u001b[38;5;241m<\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m4294967294\u001b[39m):\n\u001b[0;32m--> 263\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtimeout value is invalid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 265\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 266\u001b[0m timeout \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mint\u001b[39m(timeout)\n", + "\u001b[0;31mValueError\u001b[0m: timeout value is invalid" + ] + } + ], + "source": [ + "# measure things\n", + "fc = 120e6\n", + "bw = 20e6\n", + "\n", + "frequency = np.linspace(-bw/2, +bw/2, sa.get_frequency()[2])\n", + "tx_gain = np.arange(-80, 0.0001, 0.5)\n", + "\n", + "da = xr.DataArray(np.empty([len(frequency), len(tx_gain)], dtype=np.float64), dims=[\"frequency\", \"tx_gain\"], coords=dict(\n", + " frequency=frequency,\n", + " tx_gain=tx_gain,\n", + "))\n", + "\n", + "for g in tx_gain:\n", + " print(g)\n", + " tx_forever(vna, frequency=120e6, tx_gain=g)\n", + " sa.set_bandwidth(30e3)\n", + " sa.set_frequency(fc-bw/2, fc+bw/2)\n", + " sa.set_trigger(\"single\")\n", + " da.loc[dict(tx_gain=g)] = get_trace()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7504d7c9", + "metadata": {}, + "outputs": [], + "source": [ + "stop_tx(vna)\n", + "sa.set_trigger(\"single\")\n", + "noise_floor = get_trace()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "81bd8047", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.pcolormesh(da.frequency, da.tx_gain, da.T, cmap=\"viridis\")\n", + "plt.colorbar(label=\"Measured Power [dBm]\")\n", + "plt.xlabel(\"Frequency Offset [Hz]\")\n", + "plt.ylabel(\"Commanded TX Gain Literal\")\n", + "plt.gca().xaxis.set_major_formatter(EngFormatter())\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "002cb9ed", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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38Pvvv+f5OFH/su/fv6Ns2bIaxQwMDASQnRQ8f/5c4x9F6srKykLbtm3x7ds3TJ8+HdWqVYO5uTk+fPgAPz8/tWp3C/I+iYmJUauc1tbWKq8f9evXl0r6582bJx4Eo65SpUohOjpabrtoW+nSpVU+VnJf2ceXLFlSrjZPlPiK+reSoocSO1IoiTr7yl6QFM3bFBkZCTMzM3EH+xIlSigcqaiqVkXX7O3tYWpqqvD5RUREaC2OqJn0xYsXUl/KsbGxatVkyDI1NUW3bt2wf/9+tG/fXumXgahJzMrKKs/akILWFNjb28PMzEzheXv27Bn4fD7KlSsHIPt8qHPORectIiJCqnk3PT0dr1+/VvmcnJ2dce7cOSQkJEjV2okmtBYd29nZGUKhEK9fv5aquX3x4oXC4/bp0weTJk3CwYMHkZKSAkNDQ/Tu3VtpOUSqVasGAHj9+rVcp3tV5/7BgwdYuHAhBg8ejLCwMAwbNgwPHz6EtbV1njFFnJ2d8eTJEzAMIxVL9jk+fPgQkZGR2Lt3LwYOHCjeHhwcrHasghAlRHnZs2ePypHkBw4ckGrqlHzvqMvDwwNXr16FUCiU6gZw8+ZNmJmZoUqVKkofW6ZMGdjb2+POnTty9926dUvhj6zXr1/Dzs5OasASKVqojx3RqYsXLyr8BS1qepRt+goNDZWacf3du3c4ceIE2rVrJ/6FXqlSJcTFxeHBgwfi/aKjoxVOD1FYCAQC+Pj44Pjx44iKihJvf/r0qbiWRBtat24NAwMDbN26VWq7OjU9ykyZMgXz5s3DnDlzlO7j6emJSpUqYfXq1QqXsJKcksXc3BwA8j1BsUAgQLt27XDixAmpaVI+ffqEv/76C82aNYOVlRUAoEOHDrhx4wZu3bolVZYDBw5IHbNNmzYwMjLCxo0bpd6vu3btQlxcnNzIVUkdOnRAVlaW3Dlet24deDwe2rdvDwDi/lpbtmyR2k/ZCix2dnZo37499u/fjwMHDsDX11etWhZPT08YGRkp/LI3NzdXeN4zMjLg5+eH0qVLY8OGDfD398enT58wceLEPONJ8vHxwYcPH6T6z6ampspNti36LEuea4ZhOJu0XFt97Jo2bYo2bdqI/+Unsfvpp5/w6dMnHDt2TLzt69evOHLkCDp37ixV4/by5Uu8fPlS6vE9e/bEqVOn8O7dO/G28+fPIzIyEj///LNcvLt376ocVU0KP6qxIzo1duxYJCcno3v37qhWrRrS09MREhKCQ4cOoUKFChg8eLDU/jVq1ICPj4/UdCcAsGDBAvE+ffr0wfTp09G9e3eMGzcOycnJ2Lp1K6pUqaLRMjxcW7BgAQICAtC8eXOMHj0amZmZ2LRpE9zd3aWS1IJwdHTE+PHjsWbNGnTp0gW+vr4IDw/H2bNnYWdnl6/astq1a6N27doq9+Hz+di5cyfat28Pd3d3DB48GGXKlMGHDx9w8eJFWFlZ4eTJkwAgHhwza9Ys9OnTB4aGhujcubM44VPH4sWLERwcjGbNmmH06NEwMDDA9u3bkZaWJtUPcNq0adi3bx98fX0xfvx48XQnzs7OUufc3t4eM2fOxIIFC+Dr64suXbogIiICW7ZsQf369VUOWOjcuTO8vb0xa9YsvHnzBrVr10ZQUBBOnDiBCRMmiGszPT090bNnT6xfvx6xsbHi6U4iIyMBKK5NGzhwoHjS2kWLFql1bkxMTNCuXTucO3cOCxculLrP09MT586dw9q1a1G6dGm4uLigYcOGWLx4McLCwnD+/HlYWlqiVq1amDt3LmbPno2ffvoJHTp0UCv2yJEj8fvvv+OXX37B+PHjUapUKRw4cEDckV/0HKtVq4ZKlSphypQp+PDhA6ysrHD06NF81Srnh7b62Kly8uRJhIeHA8hOnB88eIDFixcDyO7iUKtWLQDZiV2jRo0wePBgPHnyBHZ2dtiyZQuysrKkrntA9g83AFI/aP73v//hyJEj8Pb2Fk9PtGrVKtSsWVPu+vr582c8ePAAY8aMYetpEy7oZCwuITnOnj3LDBkyhKlWrRpjYWHBGBkZMZUrV2bGjh0rN9weOdNs7N+/n3F1dWWMjY2ZOnXqSE2RIBIUFMTUqFGDMTIyYqpWrcrs379f6bQIY8aMUbu8LVq0YNzd3ZXer0kM2SlLGIZhLl++zHh6ejJGRkZMxYoVmW3btik8prLpTm7fvi2138WLF+WmkcjMzGTmzJnDODk5MaampkyrVq2Yp0+fMra2tsyvv/6axxlQ75zJTncicv/+faZHjx6Mra0tY2xszDg7OzO9evVizp8/L7XfokWLmDJlyjB8Pl9q2hFNzuW9e/cYHx8fxsLCgjEzM2O8vb2ZkJAQucc+ePCAadGiBWNiYsKUKVOGWbRoEbNr1y6FU678/vvvTLVq1RhDQ0PG0dGRGTVqFPP9+3epfRRNt5OQkMBMnDiRKV26NGNoaMi4uroyq1atkpr6hWEYJikpiRkzZgxTsmRJxsLCgunWrRsTERHBAGCWL18uV/a0tDSmRIkSjLW1NZOSkiJ3vzLHjh1jeDweExUVJbX92bNnjJeXF2Nqaiqe/ubu3buMgYEBM3bsWKl9MzMzmfr16zOlS5eWOweqvHr1iunYsSNjamrK2NvbM5MnT2aOHj3KAGBu3Lgh3u/JkydMmzZtGAsLC8bOzo4ZPny4eMoSyWlGCvqZ05VBgwapPY3Kt2/fmKFDhzK2traMmZkZ06JFC7nPOsNkPz9FUz09evSIadeuHWNmZsbY2Ngw/fr1Y2JiYuT227p1K2NmZsbEx8dr62kSHeAxTDHrcUyKLB6PhzFjxhSo2ZAo9uPHD5QoUQKLFy/GrFmzdF0cIiEsLAx16tTB/v375aZhyczMROnSpdG5c2fs2rVL7WNmZWXBzc0NvXr1Urumj03r16/HxIkT8f79e71Y5qyoqlOnDlq2bCk1aTYpeqiPHSHFjKJ5r9avXw8ge1UDojvKXhs+nw8vLy+5+44fP44vX75IDTBQh0AgwMKFC7F582aFfR7ZJPscU1NTsX37dri6ulJSp0MBAQF4/vw5Zs6cqeuikAKiPnaEFDOHDh2Cv78/OnToAAsLC1y7dg0HDx5Eu3bt0LRpU10Xr1hbuXIl7t69C29vbxgYGODs2bM4e/YsRowYIR7JC2SPiHzw4AEWLVqEOnXqoEWLFhrH6t27t1qjaNWRnp6Ob9++qdxHNDVIjx49UL58eXh4eCAuLg779+/Hs2fP5AasEG75+vpynuQTdlBiR0gxU6tWLRgYGGDlypWIj48XD6gQddwmutOkSRMEBwdj0aJFSExMRPny5TF//ny55vGtW7di//798PDwgL+/v24KKyEkJATe3t4q9xFNDeLj44OdO3fiwIED4ibhv//+W2tJJiHFHfWxI4QQUiDfv3/H3bt3Ve7j7u6u9vxwhJD8o8SOEEIIIURP0OAJQgghhBA9QX3sNCQUCvHx40dYWlrSIsmEEEIIUYlhGCQkJKB06dJSy8KxhRI7DX38+FFqdBohhBBCSF7evXuHsmXLsh6HEjsNiRbxfv36NUqWLKnj0uhORkYGgoKC0K5dOxgaGuq6ODpD50Hzc5B0JxSlg30BAB8nf4S5kfpLhWnCyd4aMZtzblQKADzZWf8yKQkoXTr77927A9Clgj0YoRBG9euzEq+wo89ENjoPdA5Evn37BhcXF3H+wDZK7DQkan61tLQULyReHGVkZMDMzAxWVlbF+gNL50HzcyAwNweylwaFlZUVa4ldo5o1YGX2KPuGhTnA0uc1Z716AICZmRlMjI3Rf9Ys/HvxIivxCjv6TGSj80DnQCQjIwOA4vWe2UCDJwghnAoIDeEmzsaNuX+HcBMTAAYvWIAz169zFo8QQiRRYkcI4dQvHK1FayRRQ8BVTAAIunEDx1at4iweIYRIosSOEMIpn0bs9HVTGbMxdzH3L1qEjs2acRaPEEIkUR87Qgin/lywACXPt+I8Jle4TCIJ+7KyssR9pDSRkZEBAwMDpKamIisri4WSFX7F5RwYGhpCINnZVscosSOEcOp7fLxOYjpyHpUUZQzDICYmBj9+/Mj3452cnPDu3btiO+dpcToHNjY2cHJyKhTPkxI7QginOkwYD/TjOOb48bgb0ZWTWKv27sX/Bg/mJBZhjyipc3BwgJmZmcZf2EKhEImJibCwsOBkUtrCqDicA4ZhkJycjM+fPwNAoVgPmRI7Qgin4hKTuI+ZxF3Mxbt3Q5iVhdmenpzFJNqVlZUlTupsbW3zdQyhUIj09HSYmJjobVKTl+JyDkxNTQEAnz9/hoODg86bZfX3TBNCCqWzGzdwEudTbGxuzA3cxASA2UOGYM62bZzFI9on6lNnZmam45KQokL0XslPf0xtoxo7QginXMuVBx6zH6dit25I2p0Ts3x59gPmmDpoEIR63FG8OCkM/aVI0VCY3itUY0cIIVr2vyFDdF0EQkgxRYkdIUQv2dvY6CSuUCjEmBUrdBKbEF3g8Xg4fvy4rovBKj8/P3Tr1k3XxVALJXaEEE7defKEkzgP//6b85gAMHn9emw/doyzeIRI8vPzA4/Hk/v34sULXRetUGjZsiUmTJig62KwihI7QginOk+ayEkcS3Pz3JgTuYkJAHv++w87Z8/mLB4hsnx9fREdHS31z8XFRdfFIhyhxI4Qwik3l4rcx6zIcky+EAKLVADA71OnYkhXbubMI0QRY2NjODk5Sf0bOnSoXFPihAkT0LJlS/Htli1bYty4cZg2bRpKliwJJycnzJ8/X+oxz58/h5eXF0xMTODm5obg4GC5+NOnT0eVKlVgYWEBDw8PzJ07V2q06Pz58+Hh4YHdu3ejfPnysLCwwOjRo5GVlYWVK1fCyckJDg4OWLJkidRxf/z4gWHDhsHe3h5WVlZo1aoVwsPD5Y67b98+VKhQAdbW1ujTpw8SEhIAZNdmXr58GRs2bBDXZL558wZZWVkYOnQoXFxcYGpqiqpVq2IDhyPptY1GxRJCOHV8zWqUuuLLbczVq1k9vq3vQ1jUfI+IeGBmx46sxiK6wTBAcrL6+wuFQFISIBAABZnCzcwM4HLA5d69ezFp0iTcvHkToaGh8PPzQ9OmTdG2bVsIhUL06NEDjo6OuHnzJuLi4hQ2a1paWsLf3x9OTk64efMmJk6cCCsrK0ybNk28z8uXL3H27FkEBATg5cuX+Omnn/Dq1StUqVIFly9fRkhICIYMGYI2bdqgYcOGAICff/4ZpqamOHv2LKytrbF9+3a0bt0akZGRKFmypPi4x48fx6lTp/D9+3f06tULy5cvx5IlS7BhwwZERkaiRo0aWLhwIQDA3t4eQqEQZcuWxZEjR2Bra4uQkBCMGDECpUqVQq9evdg/6VpGiR0hhBSQRc33AIA9L4GZHrotC2FHcjJgYaHJI/gAbAocNzERkOhVoJZTp07BQqKw7du3h7maB6lVqxbmzZsHAHB1dcXvv/+O8+fPo23btjh37hyePXuGwMBAlC5dGgCwdOlStG/fXuoYs3O6IgiFQpQsWRLv37/HoUOHpBI7oVCI3bt3w9LSEm5ubvD29kZERATOnDkDPp+PqlWrYsWKFbh48SIaNmyIa9eu4datW/j8+TOMjY0BAKtXr8bx48fxzz//YMSIEeLj+vv7w9LSEgAwYMAAnD9/HkuWLIG1tTWMjIxgZmYGJycncVkEAgEWSKwn7eLigtDQUBw+fJgSO0IIyUu3yVMAjlsqu02ZgvN3fFg7vjDNAHzjTDDgYdupQIzt0j7vBxHCEm9vb2zdulV829zcHDNnzlTrsbVq1ZK6XapUKfFyWU+fPkW5cuXESR0ANG7cWO4Yhw4dwsaNG/Hy5UskJiYiMzMTVlZWUvtUqFBBnHwBgKOjIwQCgdQKFY6OjuLY4eHhSExMlFsJJCUlBS9fvlR6XMnyq7J582bs3r0bUVFRSElJQXp6Ojw8PPJ8XGFEiR0hhFNPXr/iPuYrdmNmfDOHcak4AMAs/79gzqRjCC0pplfMzLJrz9QlFAoRHx8PKyurAi2nlZ/FL8zNzVG5cmWpbXw+HwzDSG1TtEqCoaGh1G0ejwehUKh27NDQUPTr1w8LFixA27ZtIRAIcPr0aaxduzbPOKpiJyYmolSpUrh06ZJcTBuJqY3yU/6///4bU6ZMwZo1a9C4cWNYWlpi1apVuHnzZl5Pt1CixI4QwqmTa9ehZdRI1uMkJCVB9Lv95Lp17Abj5X5hdm3REsMWL8aQnD48RD/weJo1iQqFQFZW9mMKwzKp9vb2ePTokdS2sLAwuURIlerVq+Pdu3eIjo4WL3Z/48YNqX1CQkLg7OyMWbNmiZPbt2/fFrj8devWRUxMDAwMDFChQoV8H8fIyAhZMivDXL9+HU2aNMHo0aPF2yRrAYuaQvB2I4QUJ/Xc3DiJU7NPH85jAsCkfv0wskcPzuIRoo5WrVrhzp07+PPPP/H8+XPMmzdPLtHLS5s2bVClShUMGjQI4eHhuHr1KmbNmiW1j6urK6KiovD333/j5cuX2L59u1YmL27Tpg0aN26Mbt26ISgoCG/evEFISAhmzZqFO3fuqH2cChUq4ObNm3jz5g2+fv0KoVAIV1dX3LlzB4GBgYiMjMScOXNw+/btApdZVyixI4TopS8/fnAWS3LUIo/Hw+bp0zmLTYg6fHx8MGfOHEybNg3169dHQkICBg4cqNEx+Hw+/v33X6SkpKBBgwYYNmyY3JQkXbp0wcSJE/Hbb7+hbt26uHnzpngwRUHweDycOXMGXl5eGDx4MKpUqYI+ffrg7du3cHR0VPs4U6ZMgUAggJubG+zt7REVFYWRI0eiR48e6N27Nxo2bIjY2Fip2ruihsfINroTleLj42FtbY2vX7/KdeIsTjIyMnDmzBl06NBBo6p8fUPnQfNzkHTzGiwCmgMAEmcmwtxIwyF/ajI34SFpd84N16tA/WasxElKAlzHXoGRQ/ZcWcdalcCZf/dhtkTn9eJEHz4TqampeP36NVxcXGBiYpKvY2irj11RVpzOgar3TGxsLOzs7BAXFyc3iIQN+n2mCSGFzvN3UZzEeSXR/PM8ipuYAPDnqdOYs20bZ/EIIUQSJXaEEE61HzeekziOEjXq7cezHFNi8MTukyex6Ndf2Y1HCCFKUGJHCOGUtQU7Ta8qY2o6w6umJPrYDencGbOHDWM3HiGEKEGJHSGEU2fWc78G4xkO133s24GWFCOE6A4ldoQQTpXgoPMw1zF5Ek2xNBqNEKJLlNgRQjg1MGcdSn2NeeOhZnODEUKINlFiRwjhVOCNUO5jhrIcU6KP3cKdO3H62jV24xFCiBKU2BFCOHVQZkJTtqRLrIPJekyJptgG7u7oMXUqu/EIIUQJSuwIIZzybdyEmzjjxuX+3YSbmAAwY7AfOjRtylk8QgiRRIkdIUQv3dRwHcwCkaixEwgMcGjZMu5iE0KIBErsCCGkgCTXimUYYP+ZM7orDCnW/Pz80K1bN4X3paSkYN68eahSpQqMjY1hZ2eHn3/+GY8fP+a2kIRVlNgRQjj1KTaWkzhhBw5wHhMAgm/cwLDFizmLR4g60tLS0KZNG+zevRuLFy9GZGQkzpw5g8zMTDRs2BA3btzQdRGJluhNYvfmzRsMHToULi4uMDU1RaVKlTBv3jykp6dL7ffgwQM0b94cJiYmKFeuHFauXKmjEhNSPHWYwM2SYq7ly+fG5HBJsY2HD2Nkjx7sxiNEQ+vXr0doaChOnTqFXr16wdnZGQ0aNMDRo0dRvXp1DB06FAxDszDqAwNdF0Bbnj17BqFQiO3bt6Ny5cp49OgRhg8fjqSkJKxevRoAEB8fj3bt2qFNmzbYtm0bHj58iCFDhsDGxgYjRozQ8TMgpHiIS0ziPmYSyzElmmJ9mjTB5tF92Y1HuMcwQFay+vsLhUBmEpApAPgFqEMRmEm39efTX3/9hbZt26J27dpS2/l8PiZOnIh+/fohPDwcHh4eBY5FdEtvEjtfX1/4+vqKb1esWBERERHYunWrOLE7cOAA0tPTsXv3bhgZGcHd3R1hYWFYu3YtJXaEcOTsxg2o87gftzFZX1Ist6ZjRPce4Bfki5wUTlnJwGELtXfnA7DRRtxeiYBBwdc6joyMhLe3t8L7qlevLt6HEruiT6+vPnFxcShZsqT4dmhoKLy8vGBkZCTe5uPjg4iICHz//l0XRSSk2KlUpiz3McuyHFOiQoWnhdoVQthATa3Fg97U2Ml68eIFNm3aJK6tA4CYmBi4uLhI7efo6Ci+r0SJEnLHSUtLQ1pamvh2fHw8ACAjIwMZEhOgFjei516czwFA5wHQ/BxM2bQJqJr72AweS+dOKIShRMwVdRuzEiYjQyqvQ0RUFJo7uWbfUQzpw2ciIyMDDMNAKBRCKBRmb+SZAD/Fq30MhmGQkJAAS0vLgiX7PJPsZl0N4orKLqlKlSp48uSJ3HYA4lGxlStXVnh/fokSSUXl0TdCoRAMwyAjIwMCgUDqPq4/C4U+sZsxYwZWrFihcp+nT5+iWrVq4tsfPnyAr68vfv75ZwwfPrxA8ZctW4YFCxbIbb948SLMzMwKdGx9EBwcrOsiFAp0HtQ/B61++gl/PPwHABAYGAgTgQkr5REwqegkEfMMS1OQpKYKAJ6x+PYPcwuc+fgR+PiRlXhFRVH+TBgYGMDJyQmJiYlyA/A0O5A5ElIKmtAkaLR3RkYGMjMzxZUQIl27dsXixYtx/fp11KxZU7xdKBRi7dq1qFatGlxcXOQepw0JCZo9h6IoPT0dKSkpuHLlCjIzM6XuS07WoG+mFhT6xG7y5Mnw8/NTuU/FihXFf3/8+BHe3t5o0qQJ/vjjD6n9nJyc8OnTJ6ltottOTk4Kjz1z5kxMmjRJfDs+Ph7lypWDt7c3bG1tNXkqeiUjIwPBwcFo27YtDA0N836AnqLzoPk52LVknriKy8fHB+ZGBe8/pIjwznXgdfbf38PD0ed/8j/QtCEpCZhy/ZL49qmjR7H+xhm8L6aJnT58JlJTU/Hu3TtYWFjAxCR/Pzy0VmOnIUNDQyQnJ+PVq1dS24cOHYqgoCD069cPq1atQsOGDfHp0ycsW7YMkZGRCAoKgrW1tVbLoqtzoAupqakwNTWFl5eX3HsmlsPploAikNjZ29vD3t5erX0/fPgAb29veHp6Ys+ePXIdmBs3boxZs2YhIyNDfMEJDg5G1apVFTbDAoCxsTGMjY3lthsaGhbZi5Y20XnIRudB/XMwoH0HjApYptFj8mPo0qXY9UtOzA4dAJbiZB82t+/StIEDsTIqjN4PRfgzkZWVBR6PBz6fn++BMKKmR9FxuMLj8XDp0iV4enpKbR86dCguXLiApUuXYvbs2Xj79i0sLS3h7e2NGzduoEaNGlovi67OgS7w+XzweDyF73uuPwd6c6Y/fPiAli1bonz58li9ejW+fPmCmJgYxMTEiPfp27cvjIyMMHToUDx+/BiHDh3Chg0bpGrkCCH64W8umwIlKiOMjYwRsGkTd7EJkeDv7y/uZyf5b+fOnTAzM8PixYvx/PlzpKenIzY2Fv/88w8rSR3RnUJfY6eu4OBgvHjxAi9evEBZmRFwog6c1tbWCAoKwpgxY+Dp6Qk7OzvMnTuXpjohhBQMT3q04ZX799HRy0tHhSGEFGd6U2Pn5+en8FeK7PDuWrVq4erVq0hNTcX79+8xffp0HZWYkOIpIZmbCYovb9+eG5PlCYolew/dffYMPaZOZTUeIYQoozeJHSGkaOg2eQonceq5ueXGnMJyTInMbv3Bg+jQtCm78QghRAm9aYolhBQNT16/ynsnbcd8xXbM3JaB2lWq4tCkgSzHI4QQxajGjhDCqZNr13Efcx3LMSVq7Mb06gWjIjoalBBS9FFiRwjhlGQTqT7GlJ11nhBCuESJHSGEUyv2+nMf05/lmBKjYqO/cjsZKSGESKLEjhDCqUU7d3Eec+EudmNKTqq/fO9eRL59y2o8QghRhhI7Qgin5gwbynnMuUNZjilRY2dmYgLvX39lNx4hhChBiR0hhFPTB/lxEmexRC3d9DzWm9amKQMGwNrCgrN4hBAiiRI7QoheWsZ2vzpJEk2xVhaWuLB1K3exCZHg5+eHbt266boYRIcosSOEkIKSaIplAERJrFFNCCFcosSOEMKp9IwMTuIcXbGCs5iSgydeffiAtmPGsBqPEHW0bNkSY8eOxYQJE1CiRAk4Ojpix44dSEpKwuDBg2FpaYnKlSvj7Nmz4sdkZWVh6NChcHFxgampKapWrYoNGzZIHTczMxPjxo2DjY0NbG1tMX36dAwaNEiqplAoFGL58uWoXbs2zM3NUbt2bfzzzz9cPfVijRI7QginBs6bx0kc3yZNOIkpux71+oMHUaNSJdbiEd1gGAZJ6Uma/cvQcH8F/2TfX5rau3cv7OzscOvWLYwdOxajRo3Czz//jCZNmuDevXto164dBgwYgOTkZADZCVnZsmVx5MgRPHnyBHPnzsX//vc/HD58WHzMFStW4MCBA9izZw+uX7+O+Ph4HD9+XCrusmXLsG/fPqxduxYPHz7ExIkT0b9/f1y+fLlAz4fkjZYUI4RwKvBGKODFcczQUNaOLfu1W9reAQFTJrMWj+hGckYyLJZxPygmcWYizI3M8/342rVrY/bs2QCAmTNnYvny5bCzs8Pw4cMBAHPnzsXWrVvx4MEDNGrUCIaGhliwYIH48S4uLggNDcXhw4fRq1cvAMCmTZswc+ZMdO/eHQDw+++/48yZM+LHpKWlYenSpQgKCoK7uzusrKxQuXJlXLt2Ddu3b0eLFi3y/XxI3iixI4Rw6uCSJfgpbjrnMdkiW6HyW+/esDTP/xcxIdpUq1Yt8d8CgQC2traoWbOmeJujoyMA4PPnz+Jtmzdvxu7duxEVFYWUlBSkp6fDw8MDABAXF4dPnz6hQYMGUsf19PSEUCgEALx48QLJycnw8fGRKkt6ejrq1Kmj9edIpFFiRwjhlG/jJkAAxzElmmW1jZGpszMyMmItFtEdM0MzJM5MVHt/oVCI+IR4WFlagc/Pf68nM0OzfD8WAAxl1i3m8XhS23g5HURFSdnff/+NKVOmYM2aNWjcuDEsLS2xatUq3Lx5U+2YiYnZ5+nkyZOwtraGhYWF+BwYGxsX6PmQvFFiRwjh1J+nTwEcL6f656lTGFi/GSvHFsrU2MUnJgKgGjt9w+PxNGoSFQqFyDLMgrmReYESO65dv34dTZo0wejRo8XbXr58Kf7b2toajo6OuH37Nry8svtUZGVl4d69e+JaPTc3NxgbGyMqKgpdu3aFlVXBkluiGTrThBBOjZYYrcpZzJUsxpRpi9349yHEfP3KXjxCWOTq6oo7d+4gMDAQkZGRmDNnDm7fvi21z9ixY7Fs2TKcOHECERERGD9+PL5//y6u/bO0tMSUKVMwefJkHDx4EC9fvsS9e/ewadMm7N27VxdPq1ihxI4QwqmhXbrqVUzZwRMp6eloNWoUa/EIYdPIkSPRo0cP9O7dGw0bNkRsbKxU7R0ATJ8+Hb/88gsGDhyIxo0bw8LCAj4+PjAxMRHvs2jRIsyePRvr1q2Du7s7fH19cfr0abi4uHD9lIodaoolhHBq3aRJ2BV0gvU4e0+exKBquTHZItsU+1vv3lg79zxr8QhRxV9ixZVLly7J3f/mzRu5bZJTqhgbG2PPnj3Ys2eP1D7Lli0T/21gYIBNmzZh06ZNALKbnatXry4eNQtkN12PGzcOfn5+1BTLMTrThBBOcXWBH71yJScxZecZsytREhe3bWMtHiG69vbtW+zYsQORkZF4+PAhRo0ahdevX6Nv3766LhoBJXaEEFIgsk2xBZ1QlpDCjs/nw9/fH/Xr10fTpk3x8OFDnDt3DtWrV9d10QioKZYQwjHRtAps2zJtGoCV4phs/YqVTeS+fP8O73m/4kOPHixFJES3ypUrh+vXr+u6GEQJqrEjhHBq4tq1nMQZ1LkzJzFlK+i2/HMU1hbcr1BACCEAJXaEEI7t+o/9gRNcxpQdPGFibIwLW7eyFo8QQlShxI4Qwqkt07ldTgwAtkxjL6bsyhMjevSAk50da/EIIUQVSuwIIZwa2LET9zE7sRhTpsbOwoxWnSCE6A4ldoQQTgWEhnAfM4S9mEKZTnZp6emsxSKEkLxQYkcI4dQvs2bpVUzZyU12nzyJhKQk1uIRQogqlNgRQjjl06gx9zEbsxdTdlTsp2/f4Tt2LGvxCCkoHo+H48ePcx63QoUKWL9+PedxlSls5dEWSuwIIZz6c8ECTuJINr+yGVN2Hju/zp3x6OVL1uIRHbt7F7h7FzGBgXCrWBFlHBzw+PBhdPf2hrGREU5v2CDeRxAWBty9i4QrV9C0dm1YW1jg5t69GPXTT+Dz+dg9d654X9G/9Bs3xMfKjy9fvmDUqFEoX748jI2N4eTkBB8fH6l556Kjo9G+fXstnRDtmT9/Png8Hnx9feXuW7VqFXg8Hlq2bMl9wYoYmqCYEMIpI0NDTuL0nD4dSbvZjynbFFvGwQHBmzezFo8UDk52driwdSuaDRuGGr17AwBOrV+Pjs2aye1raW6OgE2b4DN2LBr5+QEAds2ZgyFdu8rta2RoiEPLlqH3zJn5KlfPnj2Rnp6OvXv3omLFivj06RPOnz+P2NjY3LI7OeXr2FwoVaoULl68iPfv36Ns2bLi7bt370b58uV1WLKig2rsCCGkAGSbYhkA5QvxFyfRnpLW1nAoWVJ827VcOaX7mpuaomKZMuLbNSpVUrqvkaEharm6alyeHz9+4OrVq1ixYgW8vb3h7OyMBg0aYObMmejSpYt4P9mm2JCQEHh4eMDExAT16tXD8ePHwePxEBYWBgC4dOkSeDwezp8/j3r16sHMzAxNmjRBRESE+BgvX75E165d4ejoCAsLC9SvXx/nzp3T+Dk4ODigXbt22Lt3r1T5vn79io4dO0rte/v2bbRt2xZ2dnawtrZGixYtcO/ePfH9DMNg/vz54trL0qVLY9y4cUpj79y5EzY2Njh//rzG5S5MKLEjhOilmTk1I2yTHRUbn5SMVqNGcRKb6E56RgZ6z5yJu0+fYtecOaju4gLvX39F5Nu3cvsKhUKMWbECfwUEYMOUKWhSqxbajhmDW48eKTz24p07sXDHDo3LZGFhAQsLCxw/fhxpaWlqPSY+Ph6dO3dGzZo1ce/ePSxatAjTlcw1OWvWLKxZswZ37tyBgYEBhgwZIr4vMTERHTp0wPnz53H//n34+vqia9euePfuncbPY8iQIfD39xff3r17N/r16wcjmebphIQEDBo0CNeuXcONGzfg6uqKDh06ICEhAQBw9OhRrFu3Dtu3b8fz589x/Phx1KxZU2HMlStXYsaMGQgKCkLr1q01LnNhQokdIYRTK/b6cxJn9tChuTElviS0TbYpdu/p04hLTGQtHtE9UVJ35vp1HFu1CkO6dsWFrVthbWEhl9yJkrrtx45h5+zZGNenDwI2bUKNSpUUJneLd+7EnG3bsOjXXzUul4GBAfz9/bF3717Y2NigadOm+N///ocHDx4ofcxff/0FHo+HHTt2wM3NDe3bt8fUqVMV7rtkyRK0aNECbm5umDFjBkJCQpCamgoAqF27NkaOHIkaNWrA1dUVixYtQqVKlXD27FmNn0enTp0QHx+PK1euICkpCYcPH5ZKIkVatWqF/v37o1q1aqhevTr++OMPJCcn4/LlywCAqKgoODk5oU2bNihfvjwaNGiA4cOHyx1n+vTpWL9+PS5fvowGDRpoXN7ChhI7QginFu3cxXnMhbtYjCk3j10GLm7bxl48olOySZ2oT52oz51kcicUCvHbypXipE7Up07U5042uZNM6mYPG5av8vXs2RMfP37Ef//9B19fX1y6dAl169aVqgGTFBERgVq1asHExES8TVlyU6tWLfHfpUqVAgB8/vwZQHaN3ZQpU1C9enXY2NjAwsICT58+xfv37zV+DoaGhujfvz/27NmDI0eOoEqVKlKxRT59+oThw4fD1dUV1tbWsLKyQmJiIqKiogAAP//8M1JSUlCxYkUMHz4c//77LzIzM6WOsWbNGuzYsQPXrl2Du7u7xmUtjCixI4Rwas6woXnvpGVzh7IXU3at2AGdOqKKszNr8YhutRw5Ui6pE5FM7lqNGoWuU6bgj3//lUrqRGSTu66TJhU4qRMxMTFB27ZtMWfOHISEhMDPzw/z5s0r0DGB7IRLhMfjAciukQSAKVOm4N9//8XSpUtx9epVhIWFoWbNmsjIyMhXrCFDhuDIkSPYvHmzwto6ABg0aBDCwsKwYcMGhISEICwsDLa2tkjPmSS8XLlyiIiIwJYtW2BqaorRo0fDy8tLqkzNmzdHVlYWDh8+nK9yFkaU2BFCODV9kB/3MVnsbyfbFFvCypq1WET3Qh88wNYZMxSOfgWyk7vzW7ci+utXXL5/H9MGDlQ4+hXITe7ik5Lw35Ur6OLlVeCkThE3NzckKZk0u2rVqnj48KFUn7zbt29rHOP69evw8/ND9+7dUbNmTTg5OeHNmzf5LTLc3d3h7u6OR48eoW/fvkpjjhs3Dh06dIC7uzuMjY3x9etXqX1MTU3RuXNnbNy4EZcuXUJoaCgePnwovr9BgwY4e/Ysli5ditWrV+e7vIUJJXaEEE7defJEr2LKzmOXmZXFWixSOKzevx8xMgmEiFAolBr4sO/MGYUDKkQ2HDwo/vvS3btKB1SoIzY2Fq1atcL+/fvx4MEDvH79GkeOHMHKlSvRVUly2bdvXwiFQowYMQJPnz5FYGCgOMER1cqpw9XVFceOHUNYWBjCw8PFxy2ICxcuIDo6GjY2Nkpj7tu3D0+fPsXNmzfRr18/mJqaiu/39/fHrl278OjRI7x69Qr79++HqakpnGVq1Js0aYIzZ85gwYIFejFhMSV2hBBOdZ40kfuYE9mLKTvdyfFLl5Cez+YnUvhFHD2KuMREtBo1Si65kxwosWP2bDw/elThgAoRyT518ZcvKx1QoS4LCws0bNgQ69atg5eXF2rUqIE5c+Zg+PDh+P333xU+xsrKCidPnkRYWBg8PDwwa9YszJ07FwCk+t3lZe3atShRogSaNGmCzp07w8fHB3Xr1s3X8xAxNzdXmtQBwK5du/D9+3fUrVsXAwYMwLhx4+Dg4CC+38bGBjt27EDTpk1Rq1YtnDt3DidPnoStra3csZo1a4bTp09j9uzZ2LRpU4HKrWs8RvbnJlEpPj4e1tbW+Pr1q8I3R3GRkZGBM2fOoEOHDlL9LoobOg+an4NGdWviZtfsL67EmYkwNzJnp2C3rwHPmwMAWq+tgfN3HubxgPx5HJWIjlsui2+n3j6KxsLX+PfiRVbiFXb68JlITU3F69ev4eLiolFyI0koFCI+Ph5WVlbg84tWHcqBAwcwePBgxMXFSdWAaaoonwNNqXrPxMbGws7ODnFxcbCysmK9LPp9pgkhhc7xNdz0Y5Fsfj3OYt8Z2cET3b29cUZi+SZCCrs///wT165dw+vXr3H8+HFMnz4dvXr1KlBSR3SHlhQjhHDK0oylGjoZLUaOFC8pZmnOXkzZRg+XsmVxbNUq1uIRom0xMTGYO3cuYmJiUKpUKfz8889YsmSJrotF8okSO0IIKQDZviwMAK86dXRRFELyZdq0aZg2bZqui0G0hJpiCSF6qU/btpzEke2lnJ6RAd+xYzmJTQghsiixI4Rw6s/TpziJs2P27NyYp9iLKdsU+8/5C3j08iVr8Qh3aGwhUVdheq9QYkcI4dToFSs4iSM5Cm/0SvZiyl7Ov8bFIXjzZtbiEfaJRvMmJyfruCSkqBC9VwrDSHDqY0cI4dTQLl2xCyc4j8kWocwv9R6tWqFBjYqsxSPsEwgEsLGxEa+DamZmptFkvUD2VB/p6elITU3V+6k+lCkO54BhGCQnJ+Pz58+wsbGBQCDQdZEosSOEcGvdpEnYFcRtYrdu0iT2Di5TZedoa8deLMIZJycnALmL3GuKYRikpKTA1NRU46RQXxSnc2BjYyN+z+gaJXaEEE69/PCe+5jv38O1ITvHlm2KFcpObEeKJB6Ph1KlSsHBwSFfC9lnZGTgypUr8PLyKhTNc7pQXM6BoaFhoaipE6HEjhDCqfbjxgMjOY45fjxe9FS8kHhByTbFXrp7F7Nrt6QOzHpCIBDk60tbIBAgMzMTJiYmep3UqELnQDfo2kMI4ZS1BTcTFEvFZHOCYpnbj169whiOBogQQogsSuwIIZw6s34DJ3GeR0XlxtzAXkzZWQ6869XD9mPHWItHCCGqUGJHCOGUo60tJ3E8+vXjJKbs/FXVXFywU2IOPUII4RIldoQQUgByS4oxQP8OHXRSFkIIocSOEKKXGtaowUkc2Rq7LKEQvWfO5CQ2IYTIosSOEMKpgNAQbuJs3Jj7dwh7MWVnNwm+dQtnrl9nLR4hhKhCiR0hhFO/zJrFSRwjiekVuIoJAO8+fcKxVas4i0cIIZIosSOEcMqnUWPuYzZmL6bsPHZtGjREx2bNWItHCCGqUGJHCOHUnwsW6FVM2elOyjoWjmWFCCHFEyV2hBBOfY+P16uYjMy4WNnbhBDCJUrsCCGc6jBhPPcxx7MXU7bGLiwykrVYhBCSF0rsCCGciktM4j5mEnsxZRO7+xGRWLxzJ2vxCCFEFUrsCCGcOruRmyXFPsXG5sZkc0kxmaZXj6pVMWfbNtbiEUKIKpTYEUI45VquPCdxKnbrlhuzPHsxZeexq+nqikW//spaPEIIUYUSO0IIKQDZlSeEDPC/IUN0VBpCSHFnoM5OGyVmcFfX4MGDYWlpqfHjCCFEG+xtbAD84DwuwzAYs2IFtv7zD+exCSFErcRuwoQJKFu2LAQCgVoHfffuHTp16kSJHSFEzp0nTziJ8/Dvv4GPvuKY9eqzM2mw7ATFt588QcixY9jKSjRCCFFNrcQOAO7cuQMHBwe19qWEjhCiTOdJE4EJ7MexNDfPjTlxIqIHjWAljuyo2Bfv32Pn7NmsxCKEkLyo1cdu3rx5sLCwUPug//vf/1CyZMl8F4oQor/cXCpyH7MiezFlpyNu4OaOIV27shaPEEJUUTuxMzMzU/ugM2fOhI2NTX7LRAjRY8fXrOY+5mr2YsoOnnAuU4a1WIQQkhcaFUsIIQUg2xRLC4oRQnRJ48QuNjYWY8aMgZubG+zs7FCyZEmpf4QQokq3yVO4jzmFvZiygyfefPjIWixCCMmL2oMnRAYMGIAXL15g6NChcHR0BI/HY6NcBZKWloaGDRsiPDwc9+/fh4eHh/i+Bw8eYMyYMbh9+zbs7e0xduxYTJs2TXeFJaSYefL6FfcxX7EXU7aG7s6zZ9h94gWGeHqyFpMQQpTROLG7evUqrl27htq1a7NRHq2YNm0aSpcujfDwcKnt8fHxaNeuHdq0aYNt27bh4cOHGDJkCGxsbDBiBDsj5ggh0k6uXYeWUSNZj5OQlATR+PyT69axFke2KdalTFkMW/wbhixcyFpMQghRRuOm2GrVqiElJYWNsmjF2bNnERQUhNUKOksfOHAA6enp2L17N9zd3dGnTx+MGzcOa9eu1UFJCSme6rm5cRKnZp8+nMSUHTxRy9UVI3v0YC0eIYSoonGN3ZYtWzBjxgzMnTsXNWrUgKGhodT9VlZWWiucpj59+oThw4fj+PHjCkfxhoaGwsvLC0ZGRuJtPj4+WLFiBb5//44SJUrIPSYtLQ1paWni2/Hx8QCAjIwMZGRksPAsigbRcy/O5wCg8wBofg4yhEKpx2bw2Dl3iamp0jFZeo0ys7KkbjMA1k+dWmzfE/SZyEbngc6BCNfPX+PEzsbGBvHx8WjVqpXUdoZhwOPxkCVzkeMKwzDw8/PDr7/+inr16uHNmzdy+8TExMDFxUVqm6Ojo/g+RYndsmXLsGDBArntFy9e1GgKGH0VHBys6yIUCnQe1D8HqVm5CVdgYCBMBCaslMff3x9Izq61C4yORtaZM6zECYsWAMjtaxyTmoqAmGSApXhFBX0mstF5oHOQnJzMaTyNE7t+/frB0NAQf/31FyeDJ2bMmIEVK1ao3Ofp06cICgpCQkICZs6cqdX4M2fOxKRJk8S34+PjUa5cOXh7e8PW1larsYqSjIwMBAcHo23btnK1tsUJnQfNz8GDE0fEf/v4+MDcyFzF3vn3+dxpIOd6WjkrC5W6dGAlTtKtaBx881B8O+HLF/wy/zfExcWxEq+wo89ENjoPdA5EYmNjOY2ncWL36NEj3L9/H1WrVmWjPHImT54MPz8/lftUrFgRFy5cQGhoKIyNjaXuq1evHvr164e9e/fCyckJnz59krpfdNvJyUnhsY2NjeWOCQCGhobF+o0qQuchG50H9c9Bp3HjgZGaPSY/ytjZAd9zYo4fjxc9+7ISR3YN7Wdv3uJ/gwbR+4E+EwDoPAB0Drh+7hondvXq1cO7d+84S+zs7e1hb2+f534bN27E4sWLxbc/fvwIHx8fHDp0CA0bNgQANG7cGLNmzUJGRob4RAcHB6Nq1aoKm2EJIdpnbWGOGHzlNqY5O7WCgPzgiSrOzpj9SxfW4hFCiCoaJ3Zjx47F+PHjMXXqVNSsWVMuE61Vq5bWCqeJ8uXLS90WrW1bqVIllC1bFgDQt29fLFiwAEOHDsX06dPx6NEjbNiwAetYnAqBECLtzPoNqHS7G7cxN2xg7dhCmelOKpUrx1osQgjJi8aJXe/evQEAQ4YMEW/j8Xg6HzyhDmtrawQFBWHMmDHw9PSEnZ0d5s6dS3PYEcKhEjoYOc9mTNkJimXntSOEEC5pnNi9fv2ajXJoXYUKFeSaSIDsGsWrV6/qoESEEAAYOG8e4MV9zL+DvVk5NiOT2n3+/h0ALa9ICNENjRM7Z2dnNspBCCkmAm+Ecp7YBYaGsnZs2d+PYZHPcfpaNDrSkmKEEB3QeOUJyWG77969w9y5czF16lSqBSOEqOXgkiWcxEmXmBSUzZiyLQN2JWzQY+pU1uIRQogqaid2Dx8+RIUKFeDg4IBq1aohLCwM9evXx7p16/DHH3/A29sbx48fZ7GohBB94Nu4CTdxxo3L/bsJezFlO3zUqFQZHZo2ZS0eIYSoonZiN23aNNSsWRNXrlxBy5Yt0alTJ3Ts2BFxcXH4/v07Ro4cieXLl7NZVkIIUdvNR484iSM7KpbH4+PQsmWcxCaEEFlqJ3a3b9/GkiVL0LRpU6xevRofP37E6NGjwefzwefzMXbsWDx79ozNshJCSOEj0xQrBIP9xXw5MUKI7qid2H379k28OoOFhQXMzc2lJvUtUaIEEhIStF9CQohe+cTR8jphBw5wElO2xi7661cMk5gsnRBCuKTR4AnZdWHZXieWEKJ/OkwYz0kcV4lJyzuMZy+m7HQnEW+jMLJHD9biEUKIKhpNd+Ln5ydeNzU1NRW//vorzHOW6klLS9N+6QgheicuMYn7mEnsxZSd7qSUvT0295vOWjxCCFFF7cRu0KBBUrf79+8vt8/AgQMLXiJCiF47u3ED6jzux21MFpcUk53upFLZcuDzNZ5JihBCtELtxG7Pnj1sloMQUkxUKlMWeMxxzJz1otkgSusYIcDjy09/QgghXKKflYQQTk1cu1avYoor7JjsPscJScmsxSKEkLyoVWPXQ4OOwMeOHct3YQgh+m/XfyeAGtzHZKsxVijK7BgeAAaPX7/CrUdxaEBLihFCdECtGjtra2vxPysrK5w/fx537twR33/37l2cP38e1tbWrBWUEKIftkznZmCBUCjMjTmNvZi5TbHZNXZmJqZoO2YMa/EIIUQVtWrsJPvXTZ8+Hb169cK2bdsgEAgAAFlZWRg9ejSsrKzYKSUhRG8M7NgJowNWsB5n+OLF2PVLTsxOndgLxEj/X61CBdhVqsRePEIIUUHjPna7d+/GlClTxEkdAAgEAkyaNAm7d+/WauEIISS//g4O5iSOdFMswOPzEbBpEyexCSFElsaJXWZmpsKlw549eybV9EEIIcWBuMIuJ7FjAFy5f19n5SGEFG8aTVAMAIMHD8bQoUPx8uVLNGjQAABw8+ZNLF++HIMHD9Z6AQkh+iUhmZsJii9v3w5gZHbMpCRYshRHdlTsj4RE9Jg9FWksrnZBCCHKaJzYrV69Gk5OTlizZg2io6MBAKVKlcLUqVMxefJkrReQEKJfuk2eAnRlP049NzfgeU7MKVNw/o4PK3HEExTnDJ54+f4DOjRtykosQgjJi8aJHZ/Px7Rp0zBt2jTEx8cDAA2aIISo7cnrV9zHfMVezNym2Oz/rSwtcGjZMtbiEUKIKgWaoNjKyoqSOkKIRk6uXcd9zHXsxcxdUiy7xq5CqdIwMjRkLR4hhKiiVmJXt25dfP/+Xe2DNmvWDB8+fMh3oQgh+quem5texRSK8rqcpljweKzFIoSQvKjVFBsWFobw8HCULFlSrYOGhYUhLS2tQAUjhOinFXv9AUeOY/r7Y3r9ZqwcW7YpNjU9nZU4hBCiDrX72LVu3VqiyUE1Hv1iJYQosWjnLmAWtzEX7tqF6Zt3snJs2cETrz58QOTbDFShJcUIITqgVmL3+vVrjQ9ctmxZjR9DCNF/c4YNxSLs4jTm3KFDWTu27HQnAr4A3r/+ig8arLFNCCHaolZi5+zszHY5CCHFxPRBflgUwH5it3jXLsz2yonp58daHAbSLRnOpUsjxsKCtXiEEKJKgUbFEkJIYbXM35+TOKLBE0xOU6xAIMCFrVs5iU0IIbIosSOEkIKQWSuWYYComBgdFogQUpxRYkcI4VR6RgYncY6uWMFJTHFDbE5il5yWhrZjxrAWjxBCVNEoscvKysKVK1fw48cPlopDCNF3A+fN4ySOb5MmnMSUbYp9//kLalSqxFo8QghRRaPETiAQoF27dhpNVkwIIZICb4RyHzOUvZji6U5y/jM2NETApk2sxSOEEFU0boqtUaMGXrG47iIhRL8dXLJEr2LKNsWWsreHpbk5a/EIIUQVjRO7xYsXY8qUKTh16hSio6MRHx8v9Y8QQlTxbdwk7520HbMJezFFNXZMTmLH41HXZUKI7qi98oRIhw4dAABdunSRWmGCYRjweDxkZWVpr3SEEL3z5+lTgIDjmKdOYSDLS4qJauwy6BpICNEhjRO7ixcvslEOQkgxMXrFCuB/HMdcuQIDFyxn5di5K09k/xcTG4uYrwZwYiUaIYSopnFi16JFCzbKQQgpJoZ26YpdOMF5TLYIRU2xOaNihQyDVqNG4Qn1RSaE6EC+OoNcvXoV/fv3R5MmTfDhwwcAwL59+3Dt2jWtFo4Qon/WTZrESZy9J09yHDM7sXMoaYu4xEQO4hFCiDyNE7ujR4/Cx8cHpqamuHfvHtLS0gAAcXFxWLp0qdYLSAjRL3w+N4MLRq9cyUlMUY0dcmrsDAwEuLhtG2vxCCFElXyNit22bRt27NgBQ0ND8famTZvi3r17Wi0cIYQUduJp7ET5HaN8X0IIYZvGiV1ERAS8vLzktltbW9OKFISQPAmFQk7ibJk2jZOYcqNiM7Pg/euvrMUjhBBVNE7snJyc8OLFC7nt165dQ8WKFbVSKEKI/pq4di0ncQZ17sxJTEamKTY2Lg7WFhasxSOEEFU0TuyGDx+O8ePH4+bNm+DxePj48SMOHDiAKVOmYNSoUWyUkRCiR3b9x+2IWLZjyk53wuPzcGHrVtbiEUKIKhpPdzJjxgwIhUK0bt0aycnJ8PLygrGxMaZMmYKxY8eyUUZCiB7ZMn06RmMFtzGnTWft2OK8LqcptoSlNZzs7FiLRwghqmhcY8fj8TBr1ix8+/YNjx49wo0bN/DlyxcsWrSIjfIRQvTMwI6duI/Zib2Y4lGxoiXF+DwVexNCCLs0TuwuXLiA1NRUGBkZwc3NDQ0aNIAF9SchhKgpIDSE+5ghLMYUV9mJJihmLxQhhORF48SuS5cusLGxQfPmzTFnzhycO3cOKSkpbJSNEKKHfpk1S69iMpBeeSIuMREJSUmsxSOEEFU0Tuy+f/+O8+fPo3379rh16xa6d+8OGxsbNG3aFLNnz2ajjIQQPeLTqDH3MRuzF1MoU2OXJRTCl/obE0J0ROPEztDQEE2bNsX//vc/BAYG4saNG/jll19w69YtLFu2jI0yEkL0yJ8LFnASR7L5lc2YsqNiLczM8ejlS9biEUKIKhondpGRkfjjjz/Qt29flClTBi1atEBcXBxWr15NK08QQvJkJLFiDZt6Ts8dCctmTHFTbE6NnUAgQPDmzazFI4QQVTSe7qRatWqwt7fH+PHjMWPGDNSsWRM8Ho0CI4QUT4xMUywDoLyTk87KQwgp3jSusRs3bhzKlCmDhQsX4tdff8WsWbMQFBSE5ORkNspHCCH5MtPPj5M44pUnRAtQCBm0osnaCSE6onFit379ety7dw8xMTGYOXMm0tPTMWvWLNjZ2aFp06ZslJEQokdW7PXnJM7soUNzY/qzF1NcYZczKjYpNRVxiYmsxSOEEFU0TuxEsrKykJGRgbS0NKSmpiItLQ0RERHaLBshRA8t2rmL85gLd7EXU3ZULABc3LaNtXiEEKJKvppia9WqBUdHR4wcORIfP37E8OHDcf/+fXz58oWNMhJC9MicYUPz3knL5g5lMabMyhPGxsao4uzMXjxCCFFB48ET0dHRGDFiBFq2bIkaNWqwUSZCiB6bPsgPiwK4rbWbzmJ/O1GNnSi/o8FkhBBd0jixO3LkCBvlIIQUE3eePNFJzHr1m7FybNF0J+JRsbSkGCFEh/LVx+7ly5cYO3Ys2rRpgzZt2mDcuHF4SRNyEkLU0HnSRO5jTmQvpjiRyxk8kZ6ZhfSMDNbiEUKIKhondoGBgXBzc8OtW7dQq1Yt1KpVCzdv3oS7uzuCg4PZKCMhRI+4uVTkPmZF9mIyMn3shAyD3jNnshaPEEJU0bgpdsaMGZg4cSKWL18ut3369Olo27at1gpHCNE/x9esRqkrvqzHufPkCerlLDhxfPVq1uKIB8Xm/CEQCHDm+nXW4hFCiCoa19g9ffoUQxWMMBsyZAie6KDvDCGkaLE0M+ckTouRI3NjmrMXU3blCR6Ph2OrVrEWjxBCVNE4sbO3t0dYWJjc9rCwMDg4OGijTIQQUmQIGfnBE1516uiwRISQ4kzjptjhw4djxIgRePXqFZo0aQIAuH79OlasWIFJkyZpvYCEEJIffdq2BcB+v1/ZlSeEAHzHjsX18HDWYxNCiCyNE7s5c+bA0tISa9aswcycDsKlS5fG/PnzMW7cOK0XkBCiX/48fQoQsB9nx+zZwMvsxO7PU6cwkKXpTsQkpjl5RLMEEEJ0ROOm2PT0dIwYMQLv379HXFwc4uLi8P79e4wfP54m5iSE5Gn0ihWcxOHzcy9vo1eyF1O2KRYAgn7fzFo8QghRRe3E7suXL2jfvj0sLCxgZWWFRo0a4fPnz7C0tGSzfIQQPTO0S1e9iinO6yQSu/o13FmLRwghqqid2E2fPh1hYWFYuHAhVq9ejR8/fmDYsGFslo0QoofW6aAvLpsxxS2wEomdkFafIIToiNp97IKDg+Hv7w8fHx8AQKdOnVC9enWkpaXB2NiYtQISQvTLyw/vuY/5/j1cG7JzbPEExUKJbeyEIoSQPKldY/fx40fUrl1bfNvV1RXGxsaIjo5mpWCEEP3Uftx47mOOZy+moqbYLKFQyd6EEMIujQZPCAQCudsMrXhNCNGAtQU3ExRLxWRzgmLID54Yt4q9lS4IIUQVtRM7hmFQpUoVlCxZUvwvMTERderUkdpGCCGqnFm/gZM4z6OicmNuYC+mUGblCQDYeeIEa/EIIUQVtfvY7dmzh81yEEKKCUdbW07iePTrh6Td7McUt1pINF5snTGTtXiEEKKK2ondoEGD2CwHIYQUSeK8TphbY9c7Z5AZIYRwTeMJigu706dPo2HDhjA1NUWJEiXQrVs3qfujoqLQsWNHmJmZwcHBAVOnTkVmZqZuCksIYU3DGjU4iaNoupOB8+ZxEpsQQmRpvKRYYXb06FEMHz4cS5cuRatWrZCZmYlHjx6J78/KykLHjh3h5OSEkJAQREdHY+DAgTA0NMTSpUt1WHJCio+A0BBu4mzcCLxplf13SAh8WVpSTFFTbNCNG6zEIoSQvOhNjV1mZibGjx+PVatW4ddff0WVKlXg5uaGXr16ifcJCgrCkydPsH//fnh4eKB9+/ZYtGgRNm/ejPT0dB2WnpDi45dZsziJY2RoyElMoYLpTvYvXsJaPEIIUUVvauzu3buHDx8+gM/no06dOoiJiYGHhwdWrVqFGjlNMqGhoahZsyYcHR3Fj/Px8cGoUaPw+PFj1KlTR+64aWlpSEtLE9+Oj48HAGRkZCAjI4PlZ1V4iZ57cT4HAJ0HQPNz0MnLC//igvgxGTyWzp1QCFFq16mFF2uvkZDJmbNOIrHzbtCg2L4n6DORjc4DnQMRrp+/3iR2r169AgDMnz8fa9euRYUKFbBmzRq0bNkSkZGRKFmyJGJiYqSSOgDi2zExMQqPu2zZMixYsEBu+8WLF2FmZqblZ1H0BAcH67oIhQKdB/XPQe/hI/Dvw+zELjAwECYCE1bKI2BS0Uki5pkzZ1iJ8+O7AABPavBEYHQMzFmKV1TQZyIbnQc6B8nJyZzGUyuxm6TBOotr167Nd2EUmTFjBlasWKFyn6dPn0KYM9P7rFmz0LNnTwDZU7SULVsWR44cwciRI/MVf+bMmVLPPz4+HuXKlYO3tzdsOZq2oTDKyMhAcHAw2rZtC0OJJq/ihs6D5ufgddBp8d8+Pj4wN2Jp8uB7ocDL7D/rGBvDoU0HVsLseHMDSI4HJBK71k5OKNmwLivxCjv6TGSj80DnQCQ2NpbTeGoldvfv35e6fe/ePWRmZqJq1aoAgMjISAgEAnh6emq9gJMnT4afn5/KfSpWrChe2szNzU283djYGBUrVkRUzkSlTk5OuHXrltRjP336JL5PEWNjY4Vr4RoaGhbrN6oInYdsdB7UPwddJk4A+mn2mHzh53Yh7jJhAu5GdGMnDi8noZNoihXwePR+oM8EADoPAJ0Drp+7WondxYsXxX+vXbsWlpaW2Lt3L0qUKAEA+P79OwYPHozmzZtrvYD29vawt7fPcz9PT08YGxsjIiICzZplj37LyMjAmzdv4OzsDABo3LgxlixZgs+fP8PBwQFAdhWxlZWVVEJICGFPXGIS9zGT2IspuVYsDwwY8LD2wF9Y2rQBazEJIUQZjUfFrlmzBsuWLRMndQBQokQJLF68GGvWrNFq4TRhZWWFX3/9FfPmzUNQUBAiIiIwatQoAMDPP/8MAGjXrh3c3NwwYMAAhIeHIzAwELNnz8aYMWMU1soRQrTv7EZulhT7lNP88SzFGX+t3shaHMn1skV1div37WMtHiGEqKLx4In4+Hh8+fJFbvuXL1+QkJCglULl16pVq2BgYIABAwYgJSUFDRs2xIULF8RJqEAgwKlTpzBq1Cg0btwY5ubmGDRoEBYuXKjTchNSnLiWKw88Zj9OxW7d8GBLGfg+3wwAeNOHnTiMxB88Xvb/UwcMZCcYIYTkQePErnv37hg8eDDWrFmDBg2ymxpu3ryJqVOnokePHlovoCYMDQ2xevVqrF69Wuk+zs7OrI2OI4QULneT2e9iIa6wY3jiGrvRvXuzHpcQQhTRuCl227ZtaN++Pfr27QtnZ2c4Ozujb9++8PX1xZYtW9goIyGEaMzexoaTOEIFTbGzt27jJDYhhMjSOLEzMzPDli1bEBsbi/v37+P+/fv49u0btmzZAnNzlqYtIITojTtPnnAS5+Hff0NqnS+2MTzxANm/AgO5i0sIIRLyvaRYdHQ0oqOj4erqCnNzc6kOxIQQokznSRM5iWPJ0Q/N3KbY3Bq7Zb/9xklsQgiRpXFiFxsbi9atW6NKlSro0KGDeP64oUOHYvLkyVovICFEv7i5VNR1EbRK1BTLIHdKux6t2+iuQISQYk3jxG7ixIkwNDREVFSU1JJavXv3RkBAgFYLRwjRP8fXKB/cpH28vHcpoNxRsTzxBVVIDRiEEB3ReFRsUFAQAgMDUbZsWantrq6uePv2rdYKRgghRYG4GwqTW2MnpK4phBAd0bjGLikpSaqmTuTbt280yS8hJE/dJk/RdRG0KjeHy53uRKijshBCiMaJXfPmzfHnn3+Kb/N4PAiFQqxcuRLe3t5aLRwhRP88ef1K10XQKqkJinP+PHbhkm4KQwgp9jRO7FauXIk//vgD7du3R3p6OqZNm4YaNWrgypUrWLFiBRtlJITokZNr13ESJyEpCVxMdyI1j11OZrdg507W4xJCiCIaJ3Y1atRAZGQkmjVrhq5duyIpKQk9evTA/fv3UalSJTbKSAjRI/Xc2F8NAgBq9ukDLgZPiDASK0/0bN2as7iEECJJo8ETGRkZ8PX1xbZt2zBr1iy2ykQIIQX25ccPTuJIDZ7I2TZ14CBOYhNCiCyNauwMDQ3x4MEDtspCCCFFjlBy8EROZrfn5EldFYcQUsxp3BTbv39/7Nq1i42yEEKKgefvojiJ8+r4cU7iKBo8sf1fbmITQogsjeexy8zMxO7du3Hu3Dl4enrKrQ+7du1arRWOEKJ/2o8bD4xkP46jrS3wgv04uU2xuTV2w7t3Zz8wIYQooHFi9+jRI9StWxcAEBkZKXUfj8ddR2VCSNFkbWGOGHzVdTG0RnIuYtEVcGCnzjopCyGEaJzYXbx4kY1yEEKKiTPrN6DS7W66LobWMDmNsYxEUyxNUEwI0RWN+9gRQkhBlLCy0klchqVlvsSHlWiKpSXFCCG6onGNnbe3t8om1wsXLhSoQIQQ/TZw3jzAi/u4jMRartoklMjhRL+UKa8jhOiKxomdh4eH1O2MjAyEhYXh0aNHGDSI5m4ihKgWeCNUJ4mdkGHAZ2XCYvl57EIfPULTDk1YiEUIIappnNitW6d4OaD58+cjMTGxwAUihOi3g0uW4Ke46azHSc/IkLrNViWaonnsFuzYiSnTRrAUkRBClNNaH7v+/ftj9+7d2jocIURP+TbmpibLd9w4qdts9XtTtPJEffcarMQihJC8aC2xCw0NhYmJibYORwghBXLz0SOp22z1exOPnZAYPDHdz4+dYIQQkgeNm2J79OghdZthGERHR+POnTuYM2eO1gpGCCEFJZnLsZbYSRxYVGN34c4d+HTTQUdCQkixp3GNnbW1tdS/kiVLomXLljhz5gzmzZvHRhkJIXrkU2wsJ3HCDhyQus2w1Msud7qT3FG3vx/+h5VYhBCSF41r7Pbs2cNGOQghxUSHCeOBfuzHcS1fHveic28LWW6KBcMT/1Ju17gxO8EIISQPGtfYvXv3Du/fvxffvnXrFiZMmIA//vhDqwUjhOinuMQkncRla4JioYKm2KHdurESixBC8qJxYte3b1/xsmIxMTFo06YNbt26hVmzZmHhwoVaLyAhRL+c3biBs1iSs9axVmOnYOUJVmZCJoQQNWic2D169AgNGjQAABw+fBg1a9ZESEgIDhw4AH9/f22XjxCiZyqVKctZLOnBE+wuByG1ViytPEEI0RGNE7uMjAwYGxsDAM6dO4cuXboAAKpVq4bo6GhVDyWEEExcu1YncdnK6xQ1xVJeRwjRFY0TO3d3d2zbtg1Xr15FcHAwfH19AQAfP36Era2t1gtICNEvu/47oZO47E1QLPojtyn2+bv3SvcnhBA2aZzYrVixAtu3b0fLli3xyy+/oHbt2gCA//77T9xESwghymyZzv5yYgAgFArBMLl93diqRZM8rijair1/shSNEEJU03i6k5YtW+Lr16+Ij49HiRIlxNtHjBgBMzMzrRaOEKJ/BnbshNEBK1iPM3zxYrRpl/vblf0lxXJr7Mo4OrISixBC8pKvJcUEAoFUUgcAFSpUgIODg1YKRQghBfV3cDCEkuNi2R4Vi9wau0n9+rMTjBBC8qBxjR0A/PPPPzh8+DCioqKQnp4udd+9e/e0UjBCCCkoycSOvQmKsw8sOSr2WVQUO8EIISQPGtfYbdy4EYMHD4ajoyPu37+PBg0awNbWFq9evUL79u3ZKCMhRI8kJHMzQfHl7dsBqT52bE1QLArAAz8n3JZ/aEkxQohuaJzYbdmyBX/88Qc2bdoEIyMjTJs2DcHBwRg3bhzi4uLYKCMhRI90mzyFkzj13NwghGQfO+3HkJobT6LGrmZlV+0HI4QQNWic2EVFRaFJkyYAAFNTUyQkJAAABgwYgIMHD2q3dIQQvfPk9SvOYkk1xbKQ2UmPx8gdPDGkazetxyKEEHVonNg5OTnh27dvAIDy5cvjxo0bAIDXr1+zPrM7IaToO7l2HfiMJawz+uDD9xRWYzFgd2kvRuaGKBpfkK9xaYQQUmAaX31atWqF//77DwAwePBgTJw4EW3btkXv3r3RvXt3rReQkOIuNTUVnz59Unjfp0+fkJqaynGJCqaemxts0yfAJrM/+u+8z2osISM5eIKNGjvJplgeLSlGCNE5jUfF/vHHHxAKhQCAMWPGwNbWFiEhIejSpQtGjhyp9QISUpw9ePAAHTt2REJCAmrXrg2exOLyDMMgPDwclpaWOH36NGrVqqXDkqpvxV5/mFhlD7T6nJCex94FJXm+tH90oXQXO3FTLCV2hBBd0Tix4/P54PNzK/r69OmDPn36aLVQhJBsFhYW+PbtG5KTk3HlyhWF+2RmZsLCwoLjkuXfop27UG4SNyPopac7YaHGDooHT3z69l3rsQghRB356ghy9epV9O/fH40bN8aHDx8AAPv27cO1a9e0WjhCiruKFStixQrVqzSsWLECFStW5KhEBTdn2FDOYgmZ3EscG5VoygZPbD16lIVohBCSN40Tu6NHj8LHxwempqa4f/8+0tLSAABxcXFYunSp1gtISHE3evRotGjRQuF9LVu2xKhRozguUcFMH+QH9lZuzbV41y6pKGwM7pI6pESNnYmJidZjEUKIOjRO7BYvXoxt27Zhx44dMDQ0FG9v2rQprTpBCAv4fD52794ttxazubk5du3aJdU1ouhgd7QqACzz95eax46NPnaykx6LntWwbjSQjBCiGxp/I0RERMDLy0tuu7W1NX78+KGNMhFCZLi4uGDxspUo6TsWppXqAyh6TbC6xs4ExZI3cptiv+fM70kIIVzL1zx2L168kNt+7do1+pIhhAUMw6D7lhBs+FgBlrV94PDTvCLZBCuSnpHBSZyjK1ZI9bFjY/CE5DEl14rdc/KU1mMRQog6NE7shg8fjvHjx+PmzZvg8Xj4+PEjDhw4gClTphTZLxpCCrMvCWkIe/dDatvhw4eLaBMsMHDePHDRx863SROpUbHsNMVKE60V62Brq/1ghBCiBo2nO5kxYwaEQiFat26N5ORkeHl5wdjYGFOmTMHYsWPZKCMhRIa9vb2ui5BvgTdC4VR/HCexGLanO5Ftis35s1/7DlqPRQgh6tD4Jz+Px8OsWbPw7ds3PHr0CDdu3MCXL1+waNEiNspHSLGnb3PdHlyyhLNYkitPsEF65YncpljJgWWEEMKlfLflGBkZwc3NDQ0aNChSk6MSQnTLt3ETDqNxWGMnMY8drTxBCNEVtZtihwwZotZ+u3fvzndhCCHy2J8YhFt/nj4FoB4nsTjtYydRYyfUfihCCFGL2omdv78/nJ2dUadOHVYm+iSEKKZvn7bRK1ag3MQjnMTiclSsZI1dQnKy1mMRQog61E7sRo0ahYMHD+L169cYPHgw+vfvj5IlS7JZNkII2ElIdGlol64I4iiW5OAJNpcUE/0vSiP/DgrG4tE0gIIQwj21+9ht3rwZ0dHRmDZtGk6ePIly5cqhV69eCAwMpBo8Qlikb/211k2axEmcvSdPyjTFstHHTpTZZf8nipaWman1WIQQog6NBk8YGxvjl19+QXBwMJ48eQJ3d3eMHj0aFSpUQGJiIltlJKRYE+pZZpc9/x77z2n0ypVgGMnBE9qPkXvI7DiiptifWrfRfjBCCFFDvkfF8vl88Hg8MAyDrKwsbZaJECJB35pis3EzJIRhe/CE6JgyNXb6+IoRQooGjRK7tLQ0HDx4EG3btkWVKlXw8OFD/P7774iKiqIpTwhhiZ5V2EEo5GbM6JZp0yAER4MnGOkau6MXL2k9FiGEqEPtxG706NEoVaoUli9fjk6dOuHdu3c4cuQIOnToUGSXNiKkKMjSs8xu4tq1nMQZ1LmzVM0ZF0uKiWrsjI2MtR+MEELUoPao2G3btqF8+fKoWLEiLl++jMuXLyvc79ixY1orHCGEnU7/urTrvxMoN7EfJ7Ekpzthc/AEI9MU29nLS+uxCCFEHWondgMHDgSPp29TpRJS+OlZhR22TJ+OZencxOJquhPZplgTYxMWohFCSN40mqCYEMI9fWuKHdixE5b9G81JLIbTJcVo5YnC6sarWEw+HI7F3WrAu5qDrotDCKuocxwhhZy+jYoNCA3hLBb7S4rJDJ4QxdWvl6zI67vjBj78SMFg/9u6LgohrKPEjpBCTs/yOvwyaxZnsaTnsWNjVKz0bVFTbFpGhtZjkfyjRJsUJ5TYEVLIZelZZufTqDFnsVivsVOy8kTwrVvaD0YIIWqgxI6QQk7fmmL/XLCAkzgBISFgJC5xDAvDJ8RjJ2QGT/xITNJ6LEIIUQcldoQUcvo23YmRoSEncXpOny5VS8fGvMiyr43ogtqqfn3tByOEEDVQYkdIIZelICHRt2SPLUKpGjvtk1tSLKfGztTElIVohBCSN0rsCCnkFDXFUl6Xt5l+flLJHCvTnYj/kB4Ve/HuXa3HIoQQdVBiR0ghpyghKcoDKlbs9eckzuyhQ6Vr7Fg4ZbKvjSixy8jM0n4wQghRAyV2hBRyivqGFeUBFYt27uIsluR0J+wsKSYdR9QU27xuXa3HIoQQdVBiR0ghpyiJY2MgAFfmDBvKWSy2lxQTKpnuxMzUjIVohBCSN71K7CIjI9G1a1fY2dnBysoKzZo1w8WLF6X2iYqKQseOHWFmZgYHBwdMnToVmZmZOioxIXlTmNgV4Rq76YP8OIsl5HpJMZ7i7YQQwhW9Suw6deqEzMxMXLhwAXfv3kXt2rXRqVMnxMTEAACysrLQsWNHpKenIyQkBHv37oW/vz/mzp2r45ITopy+9bG78+QJZ7GkV55gM5DMkmIshiKEEFX0JrH7+vUrnj9/jhkzZqBWrVpwdXXF8uXLkZycjEePHgEAgoKC8OTJE+zfvx8eHh5o3749Fi1ahM2bNyM9PV3Hz4AQxRQ1uzJFOHPoPGki2GkYlSe98gQbS4opnscusyi3lRNCijQDXRdAW2xtbVG1alX8+eefqFu3LoyNjbF9+3Y4ODjA09MTABAaGoqaNWvC0dFR/DgfHx+MGjUKjx8/Rp06deSOm5aWhrS0NPHt+Ph4AEBGRgYyivF6kKLnXpzPAcDNechQ0FUgNT0dZtzM85snTc+BR7VqeCORcLF27oRCqZUnMjKztB4rIyPntZEZPBH+/AUyMry1GquoKOzXBq7KVdjPAxfoHGTj+vnrTWLH4/Fw7tw5dOvWDZaWluDz+XBwcEBAQABKlCgBAIiJiZFK6gCIb4uaa2UtW7YMCxQsgXTx4kWYmVEH6eDgYF0XoVBg8zyEx/IACKTjnTsHy0KS2Imoew7GTJ2GqRJLqZ45c4aV8giYVKnBE2FhYTD8cF+rMd4mAICB3OAJx3LlWHteRUXhujbkftVx/boUrvOgG8X9HCQnJ3Mar9AndjNmzMCKFStU7vP06VNUrVoVY8aMgYODA65evQpTU1Ps3LkTnTt3xu3bt1GqVKl8xZ85cyYmTZokvh0fH49y5crB29sbtra2+TqmPsjIyEBwcDDatm0LQ46WiCqMuDgPvEcxQOQDqW3erVrDwdKYlXia0vQcJN0JxVTk/pDq0KEDK+UqZW+FntNyP7u1atVGhzqltRrj/rsfwKNb4oZlcRqZkooOHbppNVZRURivDeNDg8R/s/V+k1UYzwPX6Bxki42N5TReoU/sJk+eDD8/P5X7VKxYERcuXMCpU6fw/ft3WFlZAQC2bNmC4OBg7N27FzNmzICTkxNu3bol9dhPnz4BAJycnBQe29jYGMbG8l+ghoaGxfqNKkLnIRub54EvEMhtEwgMCt15V/ccGPKlu/ay9TxSUlOl+tjxBQKtxxIIci6hMk2x1haWhe714VphvTZwXabCeh64VNzPAdfPvdAndvb29rC3t89zP1FVJ1/mS4PP50OY05G5cePGWLJkCT5//gwHBwcA2VXEVlZWcHNz03LJCdGOLAXDOYvyqFiu9GnbVqoplp0pYhTPYxf+4gULsQghJG96Myq2cePGKFGiBAYNGoTw8HBERkZi6tSpeP36NTp27AgAaNeuHdzc3DBgwACEh4cjMDAQs2fPxpgxYxTWyhFSGCjKR4Sszt3Brj9Pn+Ikzo7Zs8EwEpc4VpYUE/0lXWOXlJqq/WCEEKIGvUns7OzsEBAQgMTERLRq1Qr16tXDtWvXcOLECdSuXRsAIBAIcOrUKQgEAjRu3Bj9+/fHwIEDsXDhQh2XnhDl9G2C4tF59JnVFj6fL5XLsTpBcc7/ogtqjUqVtR6LEELUUeibYjVRr149BAYGqtzH2dm52I9WI0WLwqbYIlxjN7RLVwTlvZtWCCV+u7JxymTnxhPV2NGSYoQQXdGbGjtC9JXCptiim9dhncQoc7YJGcm1YtmYoDjn2LTyBCGkkKDEjpBCTt+aYl9+eC91m40VIcTHBrtLiskmi6JobD4nQghRhRI7Qgo5RSNgi3Ji137ceEiOZGCz9lEysVNY9VnQ44v72EkPnijKNaqEkKKNEjtCCjlFSUJR7mNnbWEudZvN58J6jZ3M4AlRtLc582MSQgjXKLEjpJBT1KxXhCvscGb9BoD1+eWA51FR0n3s2KixE89jJ93HLjYuXuuxCCFEHZTYEVLI6duoWEeZpfjYSlI9+vVjfVSs7DFFTbFlZdakJoQQrlBiR0ghpyghKcp97LJJ9rFjsyk2Fzvz2DE5/2ffFtXYWVlYaj0WIYSogxI7Qgo5RU2IRT+xy8XW8mgNa9SQXnmCBeKSywyeePf5M6txCSFEGUrsCCnkFDW7FuGWWASEhkjdZlia9C1g40bOauxERDV2SSm0pBghRDcosSOkkNO3UbG/zJoldZut2kcjQ0OpPnZshFE2KraUvb32gxFCiBoosSOkkNO3CYp9GjWWus1WUywACLma7gTSTbGmJqbaD0a04re/7iEhNUPXxSCENZTYEVLICRU1xRbhNav+XLAAkBqtyuLgCdaXFBNNd5L9n+hZsZmskoI59SAamy680HUxCGENJXaEFHL6Nir2e3w8JOexY/OpMCzHkWmJFdfYsfmcHn+Mw9Qj4YiOS2EviJ6LiaM+kER/UWJHSCGnKIkryjVCHSaMBxcTFAOQ6WPHwZJi4rjs6bjxGo7cfY8Jf4exGEW/Fd1PDyF5o8SOkEJOYR+7Ijx4Ii4xCTyJSw+rS4pJHJqdPnbSTbGixC4+KVn7wWREfEpgPQYhpOihxI6QQk7x4AkdFERLzm6UXlKMrQq7T7GxMitPsLGkmIj04ImEZPWbSReefALf9VeQkp6l1bIR5diovSVEEaGQwaWIL5zGpMROz/xITsfa4Ei8jU3SdVH0yrtvyVgbHImviWmcx9a36U5cy5UHF4MnKnbrxn4fOyXTnZibmal9jN3XX+NZTAJOhn/UatkIIbqXlinExCMPOY1JiR3H4lMzEMticjDj6ENsPP8cXTdfZy2GPvmamKbW1Ad9/riBjeefY+KhMPYLJUNRs6s2axw+/khBWia3tUU8CMR/s5mjSid27I+KzZ3uxETjY2VoONSZKp3yj04d4Up6FvdTGFBix7Fa84PgufgcktIyWTn+zdexAIAfyTRPU17iUzNQb/E51JwflOe+H35kN62FvIxlu1hyFNVobbvySis/EB5/jEOT5RfQZRM3PwQYhsGh19Lllq19jE/NwI4rr/DxR8FGfdrb2EAoNd2JYklpmdh59RWuv/iKnVdfITld/c+muMIuJ47ogpqQj5UnKFGT9uRjPPyvvy7StdPa8vetKNx5803XxdBrD9/H4c/QN1rvv5xBiZ1+k7xARX1jp3N1ft+Sr74k4udtIbgUwd0al7GJaTrr65KZJcTdt9/Ft3ttD8WJsA9S+ySmZSI1o+A1WQVNwBRdZ8Lf/cCoA/cKdFwA+C+n+S/iUwJ+2hoi/vJIzchi5cfHhWefsTBMOumRPT+z/32EJWeeotf2UHxLSkdaZha+JaXDb88tbL/8EgBw9mE0em0LVTnlx92/DiI+y0J8WzJBTs8UIj6npnbpmadYfPop+u28icWnn2JlQIRc+ZS9T+WWFOOJjp/9vrkY8Rk/bwvB66/SXSNEx5R87pp+EvS9n1iHjVcx/+QTHL7zrkDH+ZGcLr9Rg1OX1+eXYRh8S1IQQ0tCX8ZixrGH+GlbKGsx1LH54gsM9b+tk0SFC51/v4a5Jx7j1MNorR6XErsi7m1sEg7feYdMJS9keqb6L3BiWiYO3orSuE9Xfq71px58RLt1V3D7zXf47bktd39Kehb+vhWFT/Ham/vpwrNP8Fx8Dv/795HWjqmJHltDMFjiud56/Q3jJaaPSEnPQo15gWiw5FyB4my++AKei89h/423+T6GshqLW681+wUfl5KBg7eipL7oeBJNlXfefsdP20LBMAzqLAyG+7xApU20DMPg+P0PiIjRbGTm88+Jctt6/3EDoRI1oaIfF++/p6DuomBUnR2AuouCcSniC5adfQYAGHXgHm69+YZ5Jx4rjdXpqhCfMm0lypx7X6s1l1BrfhB+JKfj6vOvUo/zD3mDgEfZF/egxzHwXHwO8/+Tj5OakYW/b4mSjuzzKMg5nUbG2U2xg/fcxu0336Wa8C9HfoHn4nNwmXkGnosL9v5S5ml0PE6EfcCFZ59wW8s1PZcjv0i9Xsp8T07HXzejEJeSnUBfff4FIS++5vEoeQ8/xGn8GJEXnxPhsTBYbru6k1Ufvv0OnovPYf25SKX7jP87DHUXBePmq+xzciLsA55Gx+evwAq8+ir/mQGA+1HfEfg4Rmtx8rIqMALnn31G8JNPnMXUhYgY7b12AJCRyf0PMErstKjFqkuY9s8DHLwt/QtTNNpNk7b2eSceY+axhxi465bcsRT9Us/IEuK3v+6JL6KqXHz2GUP9b+NzfCruRX3Hb3/dR6aC5CFLyGDC3/fhPi8AM449RI8tIQqOprnUjCxxrcjBW1FaOaaIuiMLH7xX/WXx8kv2xTQ+NVPqfIv+TsvMQmaWMOf1yL7v8J13GLX/rlQt36rA7Oc5+/ijfI96zE/NzH/hHzH8zzv4kZwu/kEx+XAYZh57CI+FwRj+5x1xjZWstEwhUnKew8cfqXj+KQF+e25h2dmnGLb3DuKSM3Dh2WdMOBQGn/VXNHwuirdvzamJU8fgPbmfCWU1JSnpWYhOkQ6WLHH+33/Prum78+a7wi/5X/ffw7OYeCwPyE4k94a+lXr9UjOysP7cc4TmfJmLDiFK7Bie9KX1S0LuD7R1wUqSBImTc/NVLAbvuYU3X5NU1hozDIOZxx5i0/nnUtvbb7iK8X+HYYj/HfwsU9PDMIzG70XR/t+S0jFo9y38suMGhvrfxrKzT+G355bCBH/c3+H4378PMflwOOJTMzBg1y303XlT4/6cWVmM3I9idZ/D0XvvFW7PzGLE5RC9v+9HfRcfMzUjC6P238W0ow8AAOvPPZeL9/JLIvz23BLXem+9/BLXX3zF+L/D0H7DVbWf3+aLLzDj6AMVtcK5f0uWofuWEIzcdxcvFPxYyotQyGDSoTDsvPpKrf0l4yqqyRcKGY1bNxS9fuq+LwvyHpbdJnssyR+7Ikfvvsev++7m6xpOfez0hOiXG5BdG1Z9bgD2hryRujjlNRLw9MPsi8WT6HiceRiNLCGDzwmpqD43QGGt2snwjzj1QHkV8sWIz+JkZbD/bZx/9hkLTj5BpIoal+Ann3A87KO4KfCDTJ+nZz944hqY2MQ0nHrwEY8/xuHqc+VDuxNSM1BrQRCeaVjTAwAhL76q/CV8L+o7qs8NwOJTTzQ+tizJlycjS/q1Ss8UouHS86g86yxqLTqPw6+zP0bT/nmAs49iMOlwGB68/yF3zOpzA/BOogk+ITUDJ8M/IiImAUGPY8AwDBiGQcCjGKlzrarLR8CjGIVfCOMO3kfwk0/wWBiMJssv4OzDaJx7mtvMHvzkEzZffCFuOpR6fhIXIj4v+/1yKeILtl9+hXNPP2HI3tvYde218kKx7KLE1AGKTs2ys09RfW6A3Hb/kDdyCRCPpzzZfPM1WSpA9bkBuP7iK+Jz3sPbJJNRmT52WYzyhFzROQey+28++Zj9/u79xw1cjPiClqsvodqcAKU1948/xuPgrSisyUkW45IzFI6uFQoZ8X0Ddt1C9bkBKldfuPX6G8Lf/cDZh9FYFfgM1ecG4L/wj/guUdt7/tlnbL/8CpcivsBn/RXxe1goZBAey8ON19ldHc49/YSE1NxkIE2DlgsAOHTnHZqtuCBVcz3tnweoPjcALz4ngGEYBD2OkfpsAdndFZT1Swt68gmNl11AeqYQQ/Zmv7+7bwlB9bkBOHQ7ClOOhOPsI+nasOpzA/BIovbw13135aaxEL1+sh5/jFNay7kqMAJ/336HcCU/NiXfRdXnBuD3C9Lv4ahvms+AcPn5Fxy7/wGLTz9Vuk96phCnHnzE3BOPpD5Pit7V/XfdhPu8QHxLSkdGlhCnH0Tjc4Ly99fWSy9RfW4AzknU/t3PuX4vUuP6PWzvHVSfG6B2K9LekDeoPjcAmy++ENc4Po2OR/W5AXCZeUbq+Sn6fE4+Eo6AxzHwD3kj3paQmoH/wj/m2WUlUwfrPxpwHrGY+e2v+wCAef89RqtqDuLtomQhM0uI6y9j8e+991jQtQbMjASY/e8jpGbkvhlGH7iH+Z3dxBfEy5FfkJklhIGAj8wsIfbdeItlZ57JxR7/933M6+yOqG/J4mbHN8s7iu9X9sEbd/A+5nZ2Q6KKN2xETAK2PhVg69MQvFneET9vC8UriX5EQRO9YGNmiMWnnqJ/I2fULW8DAZ+Ha8+/qmySzhIy4PMAnsSn68iddzj5IBpXIr/IPQdJK3NqV3Zee43Zndxw7N573H7zDWZGBihjY4ohzVyUxpUlWYuTkiH/S11ycErIJ+nfR2cexuDMwxh09Sgtd9zmKy/iN+/K+PgjBcfuS/fp2zGwHpLTM8VNwp1qlcKENlVUrjLx6/672Ny3LjrWKgUgu+lJttnoa2Kawv54sYnpcLA0ltueJvHeyxQy4totEcm+iQCkuh4wDAMhAwj4irMXZU1goiRIWTcGZe6+/Y5Fp55gdsfq4vfM9svKayHWBEditHdl8e15/z2We34iQka+tP123oS9pbHS97Dk01aWwCjJ63D2UQzOPopR+P4+8zAaAxtXkNoWn5qJCRJNvJlZQgzdext3ZF4fAPjt4D2ceSidqBy99x4DGjtj7vFH6FanDFpWzb4+fUtKR6/t8v25xh28jwuTWygpPTBi313s9quHbwmp2B0pULpflswPJdG1TOTF5wSsPyedvHxOSENsUhocLE2QmSXEkbvZNXHbL79C6+qO+HX/XQDZn5nfWlVGZXuLPGcG+JaUjqhvyXj3Tfr1n35U+dQUG84/x+9962Du8cdy3QouRXzBNZlm/YgfPJw/8hD/5fzoDp3ZCqWsTQEA1198leo/mJKehQ8/UrD87DMMbeYCj3I22BvyBkvOSCdfq4Mi8VsrV/HtzKzsH4Si97/s+ZT1180orAmS7kd6+8037At9i0r2FviSmAoBj4fAx58QoyhxYkRxc7+DRIPKWqy8CCtTQ3z4kQInKxNcneoFhsne19Aw93Ercq7VU/8Jx+1ZbbAi4Bl2XM3+sbjr2mvM6eQm3pfH48l9J5x/lv0j9fj9DxjZopLEuch97isDnkHA5+Hdt2QcD8v+sSNqQflzSAMcuq2476bk5/NZTDx+l1hX+GtiGoRCBnw+DxMPhePc00/oXLs0Nv1SR+oYkZ8SsPH8c0xo46qTplhK7DjUfOVF8d8ZWUJcifyCkfvuihMHGzMjuJW2wiEFnYXnn5T+FVNzfhAcrYzxJSENSUqqh0+EfYQBnw+P8jYK73/3LQXhCmqW/gv/CAZAiyr2Sp9LpMxF7ZVM5/DDt99l10BEx+O/8I8wMxLAxtQQHxXUElyK+Ixmle2QKWTQZu1lVHOyxM5B9cX3T/3ngdJyfPiRgugfKahXoaTcMScdDpfapkliJ1lLVntB7qhZZR/Ry5HytZQnwhTPS/b7RcULkP8Z+gbxEjUbpx5E497b72hRVfnrAAD+Ia9RycEc3xLTMWjPLbkaRlUU/TqVbCprveZynseou+QCejrz0AHALztu4GtiOhZ2cUe5kmZ4+SURDVxKwsxI9aXm9dckXH3+BRMPhUmdA3XsuvYapW1M0aa6g9wgBUUk+wgpS+qA7B9Uikg2q4qIcm+BxPmUrAX48CMFd99+g6dzSakvKHU9+hCH11+T4GJnLrVdshnObV6g0oRTNqkTWRsUieNhH3E87CPeLO+ImLhUBD1R3m8rrwGDt15/x6c4+YFh1yRq8SU7ky869QRH7rxDwAQvlLI2QejLWPTfdVNpnMDHMRj/933x7SN334uTPCD7M3Ml8gtu/K+16oKKafalG/zkE6rOlq8NFpHt0rLlqQBAbkvKh+8p4sSu386bMiVhMPFQGG69/oaT4R/x55AGmKegbycgPQXSiH13xcnFzquvsC44Eit+qoUyNqaoU76EeL+4lAyEvfuB//0rnbhejvyCQbulu/yoImQYPPoQh97bQ2FvaYxP8bmfh4S0TCTkVAiIksL9L/hYuuYq1vbyQEJqBqYcyb0uf0/OQOVZZxXGmXokHEFPPsGAz0P1UlbYP6yh0nNx/eVXRMQkYE1QJBZ0dQcYYMsl5d079t14q3yuVx4PDMPg+ovs96KkXdde417Ud0xuWxXnnmZfR06Gf8QvDcqhccXs/ryhL2PRN+e1vfPmOzb3q6u0HGyhxC6fsoQMMrKEWHL6KSram8s1EWZkCbH0jOpq7iH+t6UuBB9+pMDRSr35r1IysvAmNu+Rte++JaN2OWuF98XEp+LgLcW/WjQZtSt7oQCya80kJadnSfVxkuS35zaqOGaPXnz/PQXvv6dg1r8P0dOzLOpKXJgk47mVshI3QwFAWzdH3Hj1TeqYsmb9+xDVS1nh8Ufl/etmHnuIsa0qKx2wwDBQ2FQwbN99BXtrRrYTPwB8jFP+GoncfvMdvuvV79OTlxkqaiwUSckQYv8LAbL+eyJ+DfpKfGlZGhuga53ScC5pLvXrV9L77ykYsEv9LxdZi049UasJB4C4dkerGOnBE4B8E2/PraEImNA8z0Mp+jwdvvMeh++8V1pbDWg2OEtEsvmSYRg0WnZe5f55jfDbcfWVws+OZC2YZE2mqEm/yfILaFLJVuV0QplZDEbuy/u1i0/NVPtcsDmwWFFT/JIzT9HNo4zCrijLzjyTGigyUEWyJTvn4cnwj9j0Sx1x06qopahjrVKo51wCzz8n4q+bivsza5LUAdk1hqKuAUl5fAfNPvEEd77yAaTJJUl5kUzYr734itnHH6Kqk5Vcc/fRe++lfvxPU1ERIKJqAMgfV17i5qtY3FQyOO1+1A+559J3x034D66P9EwhRki8R2PiU3UyKpYSu3w6dOcdEpgvUm3uIqceRKvs7wYAYe9+yP26U9J6VSAMGKmL1923BRshd/ftd9QpZyNVXa3sgqGJyE/SNYAHbkbhwM0oHB3VWG5fRfHUGal1QI1yHrwVhZuvYtGvkbPSfXQxlx0b3n1LlmtmBrIvovlx8LbijuoJaZnYf0O7g2QKq7w+w+ok4Ko+T/ei5JtZ8+vVlySpGst6aozQzSu+OnPONV95ERPauGJCmypS2/P6XDVZfiHPY4vUXSQ/ElYRTWq3NdVw+SW5bfejfuB+1A+F+2sy+reOgpG+iq7tpx9E43Qe30Wa0mSmhkN3FF8T8qLouSi6hohGyWtTaoZQaVKnyoGbUQoHV8h2XeECj9H3yZC0LD4+HtbW1ig34TD4xuovG6QuJysTxf0a8qmecwl0rFUKC05qPqCgqqOlwoXGm7va4VtSGh5/pEXICQGA5OeO+HKsHv7++xRm3OfRygZqGN7cRdyvSldaVLFX2I2CEG0SpiXj3fpeiIuLg5WVFevxqMaukNFmUgdkz02mqDO1OhQldYDiJkNCijWJTM6AD2Rw3/pS5Og6qQMU940lpKij6U4IIUSLDPMxOIIQQrSFEjtCCCkgRmJN2sxM9paXIoSQvFBiRwghWpSaqnwKFUIIYRsldoQQUlASfewsjI10Vw5CSLFHiR0hhBRYblOsjYX2R8sTQoi6KLEjhJCC4uVW2Qlo7AQhRIcosSOEkALi8XPnN0lP0+6URYQQoglK7AghpIB4gtwau4+flK+1SgghbKPEjhBCCkqixs7SVL31ngkhhA2U2BFCSAHxBLmJXcXSpXRYEkJIcUeJHSGEFJBkU6yRgC6rhBDdoSsQIYQUlERTrAGNiiWE6BAldoQQUkCSNXZfv33VYUkIIcUdJXaEEFJAktOdPHv9SoclIYQUd5TYEUJIQUkMnihnb6/DghBCijtK7AghpIB4/Nym2NqVK+qwJISQ4o4SO0IIKSDJxM6QT6MnCCG6Q4kdIYQUlERTbFx8nA4LQggp7iixI4SQApKcoPjSnds6LAkhpLijxI4QQgpIsim2hLmZDktCCCnuKLEjhJAC4hnk1tj5Nm6ow5IQQoo7SuwIIUSLTA0NdV0EQkgxRokdIURKZQcLTPOtqutiFFmGdFUlRC9VsDXDoRGNdF2MPNElqBgKn9dO10XQiEc5G10XoVDpUbcMe8euUwb7hzZE7bI2Gj2uuo0w753yqW55G60f8+z45lo/pkhU9EfWjq1tlR0spG4/XuCjo5JorqK9ObYP8OQkVo867H3mtKlZZTtWj9+7XjkMbebCagyulDQ30mh/j3I2uDC5JRpWtEVpaxOWSqUdlNgVEZPaVlF63wgvzSZENTUUFLQ4nFrf20PXRShU1vbyYO/YvT3gZG0Chsl7X0l+VdhJ7AR8HpZ0r6n145po4TMwt5Obwu0nL18u8LHZsK1/XbltS7rVkPqCkzwvv3lXlnm8dBJlZKD7rw8rE26avddqeA1a17s2OwXJw6Zf6rB6fB4PUDZLY/VSVmjoUpLV+Nq0tHtN2Floltzxi8gclbr/ZBYz3TxK4+lCXzSqqP4HwMiAjxZVFC9TJODz0Ka6o0ZlMBTk782paRyRZ4t88/U4EUMWvkB83PP3XDSl7nOvUcYKy3vkL4H52bMsni3ylat90UTrag74c0gD8W0GmmV2Bixd77rWLg0eC8eW/AxcneYtdd/9OW3Ff7eq5qD0GL41nNA65/6Ul7mfT5cy8rU7ir7wVL038vtZU8W3Rim5bbJfVAKJ200r28FWIunzreEk/nvP4PqIWORb4M82ALiVssKan/ORCDFAo4ol8UuDcvmKO7eTG2qz1BrQXsG55oJBPq/t+SX5PnUvbQUPFmrXAeDadG+t/5AwKsBFi8fGRUmLKLFjSTeP0nJvxBJmhljfpw5MjQRSF1B1KHsf8ZD3L+fa5WxQrqSpxLHy96bcOahevh5X0NoRI4Fmb9NVP9VSef9Un6rYPqAeHCyNle7jVcVeaY2MKqaGAuzxq49t/esiYEJzhc+9c+3SmNhGugbWwdIEhho+TwCoZG+OVT/XhomhAAX5MblzUD14Sfx40PQ1K+j3yS8NykvdblXNAat+qoVF3Wqggq05BHwebMwMtVITsrR7TfAlPgMWxgZS95cwN8LB4Y3w94hG2O1XX+lxDAQ8rOvjgcVdauHLydyakk7N5Zt5dyk4juQ5LlfSVKrJOb+fNU3xADAy1bNlS2RfK2qWtZbbv3zJ7Klc6jmXAI/H00rNJ6D+j7fVMgkgj8fDsh61ULOMfFnzYmzIL9D7drKKVhRNr1nakp9riKx6ziVQzclS4X2yNfmS71OGAXhK6/Ok5XWNFnGwNMafQxqgbAnNphBq7mqX5/XbSCCAo5XiJtVe9crCRAudZVf/XBsVbLmf/ogSOxa0qe6IVT/XhoeKfkqNXGzFfxe0D5FBHt/ozSvboZ4zO1XkQeObsnJcSZKJq7MaH5Kf6yn/BR8+tx3G5DQxXZveCuNauyrcL79NCjXLWsO7mgN8a5RCNScrhft0rFkK49u4InxuO+wcWA9NKtlicbca+YqnTPjcdnixpD0WdHFXa3/ZZN+zfAl0qV1a7pjKH6/6+CaGfARO8JLbXr+CDYImeqGbR26sU2ObYdegevi5XjmYGxvAxFCAR/N9cPN/rdG9Tlk1no1y4XPboW9D6SRSoODbvXElWzSqaCu3XRIPPFiZGKJ77XJg0nKbBPn83PdrgwolcWx0ExjnkbjUcy6JpjL9ozb08UAZG1Mlj1BMG01hFya3xOMFPnIJLwCcn9wCjxf4wLKATaCN8zi3yvzkmfv6a9hbQE5lewupBF+RppVtxU3Yczu5wVLinPSur/w6o6smO8nErl/D8ugu0TdQ0ef3wuQWUrebu9ph9+D6St/7mtbkK6PoGr19gKdca5JHORupH5yqyLaCVXFUnJyK8PnZTdeK3ou+NZwQMN5L6r78PPOfPMvi3KQWuDpV/trHJkrsCmB5j5rwdC4hvj2/sxseLfDBzkH1sj9gMp/tGe2rif8e0aIiFnZ1x8UpLfHPr01UxuEBqGSvuJltTie3PC9OPJ78r3JtKWFmhCntsn+5dvUojcXdamDnwHriPoGi8xM00QtjW1VWehwAODqqCUa2kO8vKPnrd4+KGpQBjZxxamwzlTGszXK/kIwM+Ar7Gy7s6o7hzSvm64OsTp8f0cXL2swQbdwc8dfwRihtY4pmrup3fBZ9wU1oo7jWwNrMEAYCPmwknu8wDTo98/k8bPylDupJvL8lz92iru4aNWcLeDxUdbLE1n7S/bz8h3igiqOlVI2NnYWxXKJpaiSAsYHmtUNVjN+iglHuYAbRc7CzyK2tNTeST2AkSRZFMlGWPLeSvsXHi/8+/Gtj1C1fAoYCPvwH18cfAzyxtHtNnBknXavHMIw4kXYvnf2DoKtHGfyt4Qi8QyMbK9xeyd5c4faqTpZy73MjAz7MFSR1QHbioOy+FlXssaKn4u4EbqWscOt/rQFk18IclHhe2rgy/abg2tKplvLm0NU/10bDirZKX0OvKvb4a3hDHBjWSNyEPaSZC/YMzr3+GAr44oEEvzQohxU9a2Jrv7o4MCz/8xjO7lhdbls1J0ulfcGqOlqiol3uayvZEmRiKMCgJhUAAA1cSkp9fkVKmBlhqk/2CPgp7apg39CGeV7D8tPgU8LMENsHeGJZj5pKr9ElzY3kavwsTHLfa8rC/tKgHP77rSn+HiH93m9a2RYr86gZrGhvgYMjGuHy1JZS38888FDBzlzqfZpfBgK+wh9JbOI2mp4RNUuI+DVV/sV5fUYrqV/fxgYCDGxcQe1Y5sYGCJvbFqP230Poq1ipYz6Nzv0iqeJogchPiVKP5UH9i2eNMlZ49CFe6f3zO7vhwM0oPP+cmPM8+BjjXRnd65ZFaWsT8RdyGzdH9K5fTtwxu4qjJfyaVMCmCy8UHvfGzNZwsjZB0JMYufska+xU1RQMaOws/pW2smct7Al5Iz43FsYGCi/+skpbm4hfF2XJcO1yNtje3xMTDt3HjVffcreXtcb8Lnk33yr7Ne9oZYI7s9vAwtgA35LS0WT5BaXHWNmzFia1rYLSEu+pBi4lEfkpUapJ1kCi9mhocxfsvPZa7liqBt94OpfAnbff5baXtzXH3OqOiIlLxYBG5YEP95UeQ1L7mqWQ8uYeTCtIJ3iGEuXUpA/oweGN8MuOGwCyax9arZEeuNDa6hbisizw5pt07aORAR/h89qBx0Oe3SKOjGyM+ScfY35nd9SrUBLd65YBwyhv9vrn3HnAXX50acuqyvvrMQBcHS1x63+tYWOW+yUuGcPUUICUjCwA2dce/8H15Z6vrHZujljcrYb4S31tr9rYG/IGa3p5wNbcCJYmhhoPlJG16Zc62HH1FRZ3q4GQl18V7sPjAQ4S729Jyj5nNctYo7ytGb4lpoPHg8r+cD7uTgiZ0Ur8mSljY4ox3pVx6kG03L4lzAzFP4zmd3HH54Q0DGnqgvouJXHs7ntcf/kVfwzwVNjMLJnUGBrwMbtjdQxp5qJxzaoyQ5q64K9bUXj1JUm8ra2bI95/T8G/9z8AkL5Gt67ugGHNK2KI/238XE++NtujnA1uzGwNWyWJoZEBH6NbVkK3OmXUGulZvZQVPv5IUXifqtq8ZpVt4ePuJLVtZc9aWBkYga+JaQDkP0+1y9lgum81KHJ+cgu0znnv96pXDrUUtI7xeDz0qlcOS04/RVxKhvz9Eqmis605hjZzwfKzz0R3yvEsX0J+I7Lfpw8/FK71oSmxy6dpPq5oXMkWfkkVcPftdzRXUNtibpR7YSjIB190MbExM8Kw5i4IfRULT+cSCo95elxzuM46K7WtnbsT/rjySq1Yp8Y2x/2o7zh67z3234iSu9+vqQv8mrrg37tRCA8Lg6mRADweT2FZZPsvGEh8cP2aVIB/yBvxbScVFxUBn4et/eoiNTML9ir6xUl+FnvVL4efPMui4v/OAAD+GdVYadOoyKS2VaSmElHWd9HO3AhO1ib4e0RjfI1Pxtx95zD5pxao5Ki4n0/wRC8cvfcB2y6/lCun3LFzapJK25ji/OQWOPswGquDIuX24/N5UkkdAMxoXx1OViZoXzO3pkKyM7VkkieyvrcHuqmYymF8G1dYmRqinVt27dzB4Y3wNDoeXq524PF4OPFbM2RkZOCMRGI3t5MbLkZ8xtXnuV/ykjVwVcs4QfadJfuFqS7J942yfjhZjOLjWZuq15xYr0JJnBqbW8OWV42GkZEh0tQ6sjwHmc+MZJJ7bHQTOFqZYP+Nt+jpWVZlH1EAaFPdAX8MlO6r16NuWfSoq35ztoWJAWKT0lXu07l2aXTOqW3kvVSdJEvWlOblZB6177IJoeznoXopKyztXhP/+/eh1HbJFo6yJczw32+5cca2dsVYJd0zZBkKeEqvfQDQu15ZHLrzXunjJ7WtgrXB2Z/t8iXN8L8O1cHn87B/aEP8c/e9+D7ZhOfU2OaoMOM0gOwfBCXNjXB8jPIuMYqurbbmRpjfxV1c+yr7HIwV9C+b7lsN/Rs54/HHeOy4+lqu75iqGvXudUrLbetVvxxaVLVHw6XnAWSfT8nk8ITMc5rUtgqWnX2GPvXLyVWqiDSqWBI3Xn1DP4nuFhbGBgoTO1mSXZok38XnJnkh4FEMhki0eEj+ODk5tpn49ZDkK5PIcomaYvPpl/rlwOPx0KlWKQRP9MKuQfJNhPO7uKOinbnGox171i2Lc5MUt8m3ru6Ic5Na4K/hudX9VhJfULL97S5OaYkaGnYsrlO+BCa1zZ2gtnxJM7kmgk61SqGOnWY/9SWbVCe0Ue/iKdK+Zilx/yrJ5m9V+HweunmURrPKdqjioLi/heSgknGtXaWSg551y4qbxUQq2ptjXufc5jhrU0P4lGWUXmiA7JoYTZ8vkN38/lsrVwxq7KzW/tm1kq5SzfaSX2KGAh42/VIHLnbmaO5qh1plraVGOipiZmSAMd6V4ZpTE9q4ki2GNHNROQBH9gsWkP4S3tWpKjJ47xBruFnh4w0VJKDKVLA1Q4sq9uhUqxSMDLKbO2W/cFyM855XrmJOU6VbKdXJvzp6tmqt8WNclYxolvwxxONlf4mPa+2KMjamefat1YbNfeuigq2ZXBO6MqVsFP9AU9V8V7OMNZyUdGIvqL4Ny6OWzCAQbY1ozOt9uqBzdUyvnan0fsn+vT3qlhF/FkvbmGJca1dMalsF1ZwsMahJBaW1mvmtbe1Uq5Q4GVdkpFclVHGUfk+OalkJhgI+PMrZ4OKUljg7Pvs7anbH6qjsYIGJSq5x//PIRHMl8+tJJq0CPk/l8xnhVRGBE7ywpHtN6SRM4vXcO6QBzk3ykhoBvq2/JyrYmmHjL3WUfq/KHkfy78oOlvitlSvMJLpsrO/jARc7c2zMmV4mfG47cZckILvr0aa+7E49owrV2BUQj8cTf+nJcrY1x4UpLTU63qwO1TFcpmlM9heb7LQWZWxMsbCrOyxNDOQuWi52ivvWiFibGir8NVPS3AhLu9eEgSC7OlsbTI0EWPlTLWRmMVLNTZJaV3PE9suqaxe39KuLXddew720FZ58jMd2FbWR6/uo/nB1qFEK41snoq6CZNHc2ACnxzWH56Jgca3FhcktVR5PmYKMVlvQtQbqVSiJsQfVa+6UJPmFYCDgS9WuaNuugXXx6GMifNwdcei2fG2vSGkzPj6ajFJ6vyZNsTweD3slpmlpWdUBl6Y6iH9B83lCDLY7gQTrX+HtrTw5+XNIA/wZ+hZ+OX2SCsLM1BRAslr7Hh3VBOeffsKw5oqbw1WNruTxeFjf2wPLzj7Fp3hFdYQFT2BqlLHGpaneee+Yo1llO0xqUxlrz0l3uZAd9QxkTxJ9/P4HjPauDCsTA0zzrYqVAREFKm+LKva4HPlF6nWUPYdGBRgKK3l9zWuAhID///buPC6qcv8D+OcwMMgiIDskO4qACERJkCWoMSwuXRW9CggO7mgXzLXMNbVc0mupeG8yQ5kZP3Mpb4FoIKlIWmKpZIooqIDihoAyCOf3BzEyMDAzMDNs3/frNS+dsz3PeebM4TvPeRYG1rqAINoH+87dQtql0mbb6HI5qBLVSh3O6p3h/Vrs3NVAWZ0ZmjLW4+JowlCpNVGA5N+VaW84tnj9AoBFKw+rmn7XZw11wmcZ15p13ALqy95FSm9du0Y/qrU1OXBu8iPeo6/0a7i14aFk/WZytTJARqO/7Ya6Wnipz4sTldVxQ9UosOtkGsdln032xsrvLmFHhOzR1WW112upN+lCngvuPanGv49fbbauae9BZZAVJA52MMaReUMw8tOTLW5jYdAL74XW1yCO8XoJV+9W4GGVqMUOJq3R0GCQ0MqwBQDwnyk+mPnlr/igDcOfNFB0eJum3nKzgJOZnty1ldK0dfxCeb3ZzxTD3ep/KX8w0g2X7pzB3Sf1AYe7jFrj3o0aSbe3rID62oXPvssG3+0wtDWeY+HAXoB9yz1G+/bRFV9T7aVILYqPXZ9WP9PGj9KlDSXxtvdLuP3oKTamSQuI5MuIMjtWMQyD2UMdwZT+CeF1XcSP6Af3lwyljhDgamUA10Y1pHMCnHHpTjn+J6VdnDTS/sjvivLBpTvl8G7UHm/dWA9EfJ6Dvn10UPSgCjsi2z5bxaCXDDHwJQP0NZJ/CIshziZ408UCY3eexjNRLR5WicSP9U4tHobbj54q/FSlQVub+Mg7fIijmR6u36tU2UwLTX/wxo/oh8ABZnKVx+klw1AlqkUfBWeQOLN0OCqqa6Q26xntaY2/Sp/A10HxXtuKNDNQNQrsOrGRg6wR5mGllEcHswOc8Phpjbi6PynmFWT9VYaJr9rgeS2Lh1WiZo1bO4qiN7mkmFfBsqzKBo30sTPG2fdHdOiglL20ODg2f2i78qDII872cjTTR857w/FXaQWEp2/gX41qHkQ1zWuI7Uz0sJDnAiNdLaWU8+LgARj053cw0SwXp6nY7b/tSu+XAVDO2FWNHzlZGEj/w6HIYOfSRLxmh52Z+VLbCbeVrT6QvXgouFzFSn31aHcY6Wi1OpTI93OH4OuzhVJn4+mlxWkWKPf/u1MKwzDtvk9ocjTw/dwhCh+Do8Hg0Bz/Znnoo8eVKzBpGnoLYl7Fib/uSa0JbU0yfzAy/ryLKf7yNe8QxgzGzhP5Cs9uJK+mgZ0mRwM+cg7NJa3Jhzzq2xxKD1S3TfJu8zUyxNkUswOcWhwDUJ0osOskwn364qc/70qM0wQorz2ILlcTq8e8GCtt2AALDBtQ3yBeiwOJdV2RqoMuZR6/rWOAtTcP6h5bq+HRyfombUynrFgBSGnqEhcou9eyIkJe9weuvkhzX7r8jxTb4+CJE9DyCFHKsRiGwbH5Q/GsprbF5gs+dsb4ZsZrsDORbHYhb0Xc/Lf6w9fBGK+0UqPZFm25Xk30tWVOIefR1xAefRVrt9yQF2V8j9t6jPbkwcpQMogJHGCOwFZmRWnJ0P5mLc5iJI2tiW6z729rmp6ajoxBfjkaDAY7GONhpQjObXjiogrt+Xxb6sWrbhTYdRIbwz3xvLZOorF0Ww1xNsXJa2UI92nfYK6qNtrTGt9duCOelqm7WzPGHQVlVSqZ1L4rSTuTLTWwU2ma2dlqS8vE0AgtDxikOHmmivNt44C/QH2tSWtDsZCON3eYM+6WP8NIz46Zqkxeg+2NsRP1vf9HeVpjxhA7XP/t51b3+WbGa6hjldMEg9SjwK4TUUZQBwA7Il/GiSv3VDLfpDKtH+uBt9wsEOAi/y/IrixKgXELu7Ov167F+MeL1Z6munwVNRyjTlS1OkCuOnTy6SyJAvS1NfHJRC+5th3laY3vL9zBFDl70ytTgIsZ/jvlFQyw7A0bY13U1NRA1kBbDMO0e0pCIokCu27IoJeWyno+KpOetmaXyGdXZi+jV3RHCPbzB1LVnKZ/67O7KNMAU33k/aM3eg3uuOEOgLYPhUG6tm3/9MKGcYOgw1XOPL6KYBgGb7l17gqFnoDGsSOkG+tv0RuJkT6tDmCqbl/870i79m+YfH2djLZYEmkeaV+aiii9fx86mkyHdrYhPRfDMB0S1JHOgwI7Qrq54IGW8GplOiZ1m/Pxx+3af97wfvh12QiFhuOZs6F9aSpiVEICSsqkT61FCCGqRoEdIUStYkePafcxTBQcM0oZacqrvLISw2a3PACzqjUMWxLVAW2sCCEdr8sEdmvXroW/vz90dXVhZGQkdZvCwkKEhYVBV1cX5ubmWLhwIZ4/l5zSJTMzEy+//DK0tbXh7OwMoVCo+swTQsS2zJ+vlnSSv/9e7WkCwJGtW/G4okJt6TUliHkVJxcHUk9XQnqoLhPYiUQihIeHY3YLv4Rra2sRFhYGkUiE06dPIzk5GUKhEMuXLxdvU1BQgLCwMAQGBiI3Nxfx8fGYNm0a0tLS1HUaRE5zApwAAJGvKX/2C9KxNNQ0UPKcDRvUniYAONvYICMxUW3pNaXJ0ZB7ZgFCSPfTZXrFrlq1CgBarGE7evQoLl++jGPHjsHCwgJeXl5Ys2YNFi9ejJUrV4LL5SIxMREODg7YvHkzAMDV1RUnT57Eli1bwOPx1HUqRA4LglwQ6mElMeUQIYQQQlrXZWrsZMnOzoaHhwcsLF50tebxeCgvL8elS5fE24wYMUJiPx6Ph2w1Dl5K5KOhwWDgS4Y0aGU3VFdXp5Z0dixapPY0AeBaURECZ81SW3qEENJYl6mxk6WkpEQiqAMgfl9SUtLqNuXl5Xj69Cl0dJrPPVddXY3q6mrx+/Ly+jHla2pqUCNlzsueouHce3IZAFQOgOJlsODTTwGXF/vWMKopu8lhYUD+BnGaH7/sp5J06k/7xTRx45YsgbmJSY+9Jug7UY/KgcqggbrPv0MDuyVLluBjGUMf5OXlYcCAjpt/bf369eLHwI1lZGRAV5fasaSnp3d0FjoFKgf5y2DY+PH4zx/7AQBpaWnoxZE+IXd7cdhnGNkozR9++EEl6Tx7xgHEKQHrN24EAJWl11XQd6IelQOVQVVVlVrT69DA7t1330VMTEyr2zg6Osp1LEtLS/zyyy8Sy0pLS8XrGv5tWNZ4GwMDA6m1dQCwdOlSzG/Uo668vBw2NjYIDAyEiUnb52fs6mpqapCeno633noLWlptm9S+O6ByULwMdq9dAfz9hJ3H40GPq6LZMX7Lxt/TVuLhhQv453vNf6ApQ2Wl5HsvLhfWpqaAl5dK0uvs6DtRj8qByqDB/fv31ZpehwZ2ZmZmMDNTzjyhfn5+WLt2Le7evQtz8/pu/unp6TAwMICbm5t4m6a/otPT0+Hn1/IjGm1tbWhrNx8zS0tLq0dfqA2oHOpROchfBlEhoZidul6hfdqkUU/YqNBQQEXpND2stakptDQ0VJZeV0HfiXpUDlQG6j73LtN5orCwELm5uSgsLERtbS1yc3ORm5uLir/HiwoKCoKbmxuioqJw4cIFpKWlYdmyZYiLixMHZrNmzcL169exaNEi/Pnnn9ixYwdSUlKQkJDQkadGSI+Smn1a/WmeVl+aFWp+7EIIIY11mcBu+fLl8Pb2xooVK1BRUQFvb294e3vj3LlzAAAOh4MjR46Aw+HAz88PkZGRmDJlClavXi0+hoODA/73v/8hPT0dnp6e2Lx5Mz7//HMa6oQQNZr0/vvdOs2xCxfiSdPns4QQoiZdplesUCiUOUuEnZ2dzAbLAQEBOH/+vBJzRghRBO81PxzBz+pNs5XmFsp2uaAAwfPm4dSFC2pLkxBCGnSZGjtCSPfwhZRe5qrQ+PGrutIEgMObNuFifr7a0iOEkMYosCOEqBVXTQ2Jxy1erPY0AcDHzQ3p27erLT1CCGmMAjtCCFEy27+HWCKEEHWjwI4Q0i0tlTFGpqqU3r+PYbNnd0jahBBCgR0hRK0+ThaqJZ1lsbEv0pTR8UqZRiUk4PHfwzARQoi6UWBHCFGrNZ/vVnuaq3erL83yykpkJCaqLT1CCGmMAjtCiFp9MC1W9kZKtjxWfWke2boV/e3s1JYeIYQ01mXGsessWJYFADx58qRHT5FSU1ODqqoqlJeXUzn08HJQtAxmjw/HmvT6GrTy8nLUcmtVk7GKSqDqRZrl5eUqSabxWMRVVVUwtzdDeUUFoKL0Ojv6TtSjcqAyaPDkyRMAL+IHVWNYdaXUTVy/fh1OTk4dnQ1CCCGEdCH5+flwdHRUeTpUY6cgY2NjAPVz1xoaGnZwbjpOeXk5bGxsUFRUBAMDg47OToehcqAyaEDlUI/KoR6VA5VBg8ePH8PW1lYcP6gaBXYK0tCob5ZoaGjYoy/UBgYGBlQOoHIAqAwaUDnUo3KoR+VAZdCgIX5QeTpqSYUQQgghhKgcBXaEEEIIId0EBXYK0tbWxooVK6Ctrd3RWelQVA71qByoDBpQOdSjcqhH5UBl0EDd5UC9YgkhhBBCugmqsSOEEEII6SYosCOEEEII6SYosCOEEEII6SYosGtk7dq18Pf3h66uLoyMjKRuU1hYiLCwMOjq6sLc3BwLFy7E8+fPWz0uwzBgGAZnzpyRWF5dXQ0TExMwDIPMzEwlnUXbZGZmivPZ9HX27NkW9wsICGi2/axZs1pNq2Gfjz76qNm6sLAwMAyDlStXtveUlM7e3r7ZuUo7B2n77Nu3r9k6d3d3MAwDoVCoohy3zY0bNxAbGwsHBwfo6OjAyckJK1asgEgkanW/nnQtSLN9+3bY29ujV69e8PX1xS+//NLRWVLY+vXr8eqrr6J3794wNzfH22+/jStXrrS6j1AobPa59+rVS659XF1dm637v//7PzAMA3t7+/acikqsXLmy2bkOGDBArn2Cg4Obrdu4cSMYhkFAQICKctx20u53DMMgLi6uxX2687WQlZWFUaNGwdraGgzD4NChQ822YVkWy5cvh5WVFXR0dDBixAhcvXq11ePGxMS0eK+Mi4sDwzCIiYlRKK8U2DUiEokQHh6O2bNnS11fW1uLsLAwiEQinD59GsnJyRAKhVi+fLnMY9vY2EAgEEgsO3jwIPT19ZWS9/by9/dHcXGxxGvatGlwcHDAK6+80uq+06dPl9hvw4YNMtOzsbFpFtDcvn0bx48fh5WVVXtORaVWr14tca7z5s2TuY+0z/7MmTMoKSmBnp6eqrLaZn/++Sfq6uqwa9cuXLp0CVu2bEFiYiLee+89mfv2pGuhsW+++Qbz58/HihUr8Ntvv8HT0xM8Hg93797t6Kwp5MSJE4iLi8OZM2eQnp6OmpoaBAUFobLxhLhSGBgYSHzuN2/elJmWnp4e7t69i+zsbInlu3fvhq2tbbvOQ5Xc3d0lzvXkyZMy97GyskJGRgZu3bolsTwpKanTnuvZs2clzjM9PR0AEB4e3up+3fVaqKyshKenJ7Zv397iNhs2bMC2bduQmJiInJwc6Onpgcfj4dmzZ60e28bGBvv27cPTp0/Fy549e4a9e/e26fwpsGtk1apVSEhIgIeHh9T1R48exeXLl7Fnzx54eXkhJCQEa9aswfbt22XWZkRHRzf74JKSkhAdHa3Uc2grLpcLS0tL8cvExASHDx/G1KlTwTBMq/vq6upK7CvPCOMjR45EWVkZTp06JV6WnJyMoKAgmJubt/t8VKV3794S5ypPYBYREYETJ06gqKhIvCwpKQkRERHQ1Ox8k78EBwdDIBAgKCgIjo6OGD16NBYsWIADBw7I3LcnXQuNffLJJ5g+fTqmTp0KNzc3JCYmQldXF0lJSR2dNYWkpqYiJiYG7u7u8PT0hFAoRGFhIX799ddW92MYRuJzt7CwkJmWpqYmJk+eLFFGt27dQmZmJiZPntzuc1EVTU1NiXM1NTWVuY+5uTmCgoKQnJwsXnb69GmUlZUhLCxMldltMzMzM4nzPHLkCJycnDB06NBW9+uu10JISAg+/PBD/OMf/5C6nmVZbN26FcuWLcOYMWMwaNAgfPHFF7hz547U2r3GXn75ZdjY2EjcYw8cOABbW1t4e3srnFcK7BSQnZ0NDw8PiQuVx+OhvLwcly5danVfHx8f2Nvb49tvvwVQ/0g3KysLUVFRKs1zW3333Xe4f/8+pk6dKnPbr776Cqamphg4cCCWLl2KqqoqmftwuVxERERI1GQJhULw+fx25VvVPvroI5iYmMDb2xsbN26U+RgeACwsLMDj8cQ39aqqKnzzzTed/lwbe/z4sVzzHPaka6GBSCTCr7/+ihEjRoiXaWhoYMSIEc1qILqax48fA4DMz76iogJ2dnawsbHBmDFjZN4PG/D5fKSkpIivE6FQiODgYLmCgY5y9epVWFtbw9HRERERESgsLJRrPz6fL1Ez3fDjjsvlqiinyiMSibBnzx7w+XyZP/R70rXQWEFBAUpKSiTuA4aGhvD19ZXrPsDn8yXugUlJSXL9/ZWGAjsFlJSUNLvIGt6XlJTI3J/P54t/kQiFQoSGhsLMzEz5GVWC3bt3g8fjoW/fvq1uN3nyZOzZswcZGRlYunQpvvzyS0RGRsqVRsMXubKyEllZWXj8+DFGjhypjOyrxDvvvIN9+/YhIyMDM2fOxLp167Bo0SK59m24qbMsi/3798PJyQleXl6qzbCSXLt2DZ9++ilmzpzZ6nY96VporKysDLW1tVLvDfLcFzqruro6xMfH4/XXX8fAgQNb3M7FxQVJSUk4fPgw9uzZg7q6Ovj7+zd77CiNt7c3HB0dsX//frAs2+kDel9fXwiFQqSmpmLnzp0oKCjAG2+8gSdPnsjcd+TIkSgvL0dWVhYqKyuRkpLSqc+1sUOHDuHRo0cy23r1pGuhqYbvelvvA5GRkTh58iRu3ryJmzdv4tSpU3LfP5vqfM+BlGjJkiX4+OOPW90mLy9PZuNXZYmMjMSSJUtw/fp1CIVCbNu2TaXptfX8b926hbS0NKSkpMhMY8aMGeL/e3h4wMrKCsOHD0d+fj6cnJxa3dfT0xP9+vXD/v37kZGRgaioKLU+mlS0fObPny9ePmjQIHC5XMycORPr16+XOaJ4WFgYZs6ciaysLCQlJan9htXWa+H27dsIDg5GeHg4pk+f3ur+XflaIM3FxcXh4sWLMtuQ+fn5wc/PT/ze398frq6u2LVrF9asWSMznYaaCltbW1RWViI0NBSfffZZu/OvCiEhIeL/Dxo0CL6+vrCzs0NKSgpiY2Nb3VdLSwuRkZEQCAS4fv06+vfvj0GDBqk6y0qxe/duhISEwNrautXtetK1oGxmZmYICwsTVwCEhYXJ9Zhfmm5953z33Xdl/sJwdHSU+3iWlpbNerqVlpaK18liYmKCkSNHIjY2Fs+ePUNISIhcv/Taqq3nLxAIYGJigtGjRyucpq+vL4D6Wh5Zf8yB+i/y9u3bcfnyZbX3Imzv9eHr64vnz5/jxo0bcHFxafU4mpqaiIqKwooVK5CTk4ODBw+2Jctt1pZzvXPnDgIDA+Hv74///Oc/CqfZla6F9jA1NQWHwxHfCxqUlpbKdV/ojObOnYsjR44gKytLZq19U1paWvD29sa1a9fk2j4iIgKLFi3CypUru1xAb2RkhP79+8t9rnw+H76+vrh48WKXqY26efMmjh07Jlcb26Z60rXQ8F0vLS2V6PRVWloq99MZPp+PuXPnAkCrnTRk6Tql1gZmZmZKfdTp5+eHtWvX4u7du+JG3enp6TAwMICbm5tcx+Dz+QgNDcXixYvB4XCUljdp2nL+LMtCIBBgypQp0NLSUjjN3NxcAJC7N+PkyZOxYMECeHp6yl2GytLe6yM3NxcaGhpyN/Dn8/nYtGkTJk6ciD59+rQ53bZQ9Fxv376NwMBA+Pj4QCAQQEND8VYbXelaaA8ulwsfHx8cP34cb7/9NoD6x5jHjx8X36S7CpZlMW/ePBw8eBCZmZlwcHBQ+Bi1tbX4448/EBoaKtf2xsbGGD16NFJSUpCYmKhweh2poqIC+fn5creVdnd3h7u7O37//fdO0ylAFoFAAHNz8zZ18uhJ14KDgwMsLS1x/PhxcSBXXl6OnJycFkfaaCo4OBgikQgMw4DH47U5L906sFNUYWEhHjx4gMLCQtTW1or/MDk7O0NfXx9BQUFwc3NDVFQUNmzYgJKSEixbtgxxcXFyT+4bHByMe/fuydVbsCP89NNPKCgowLRp05qtu337NoYPH44vvvgCgwcPRn5+Pvbu3YvQ0FCYmJjg999/R0JCAt588025HzH06dMHxcXFbQoi1Sk7Oxs5OTkIDAxE7969kZ2djYSEBERGRsodpLm6uqKsrAy6uroqzm373L59GwEBAbCzs8OmTZtw79498bqGX6U9+VqQZv78+YiOjsYrr7yCwYMHY+vWraisrGxz4+eOEhcXh7179+Lw4cPo3bu3uG2QoaEhdHR0AABTpkzBSy+9hPXr1wOoHwLotddeg7OzMx49eoSNGzfi5s2bUu8hLREKhdixYwdMTEyUf1JKtGDBAowaNQp2dna4c+cOVqxYAQ6Hg0mTJsl9jJ9++gk1NTUtjpXamdTV1UEgECA6Olpq7VlPuhYqKiokah4LCgqQm5sLY2Nj2NragmEYxMfH48MPP0S/fv3g4OCADz74ANbW1uIffLJwOBzk5eWJ/99WFNg1snz5conu6A3djDMyMhAQEAAOh4MjR45g9uzZ8PPzg56eHqKjo7F69Wq502AYps3PzdVh9+7d8Pf3l9rusKamBleuXBH3WuJyuTh27Jj4j5iNjQ3GjRuHZcuWKZRmV7jBaWtrY9++fVi5ciWqq6vh4OCAhIQEiXZ38uhsNytp0tPTce3aNVy7dq3ZYziWZQH07GtBmokTJ+LevXtYvnw5SkpK4OXlhdTU1C7To6/Bzp07AaDZgLkCgUD8KL+wsFCiBvfhw4eYPn06SkpK0KdPH/j4+OD06dMK1brq6OiIA8fO7NatW5g0aRLu378PMzMzDBkyBGfOnFGoNrwzjl3ZkmPHjqGwsLDFx8Y96Vo4d+4cAgMDxe8b7v3R0dHi3s6LFi1CZWUlZsyYgUePHmHIkCFITU2VOUhzY8qo9GHYhjs1IYQQQgjp0mi4E0IIIYSQboICO0IIIYSQboICO0IIIYSQboICO0IIIYSQboICO0IIIYSQboICO0IIIYSQboICO0IIIYSQboICO0IIIYSQboICO0II6UAsy2LGjBkwNjYGwzDIzc2VukwdMjMzwTAMGIaRexokRdjb24uP/+jRI6UfnxBCgR0hRA4xMTHiP8iNX43nTiSSHjx4gPj4eNjZ2YHL5cLa2hp8Ph+FhYUS26WmpkIoFOLIkSMoLi7GwIEDpS5rjxs3bigUIF65ckU8TRJQ//lLC/QaAkF5g7SzZ8/i22+/lWtbQkjb0FyxhBC5BAcHQyAQSCyTNkemSCQCl8tVV7Y6pQcPHuC1114Dl8tFYmIi3N3dcePGDSxbtgyvvvoqsrOz4ejoCADIz8+HlZUV/P39xftLW6ZO5ubmKpm318zMDMbGxko/LiHkBaqxI4TIRVtbG5aWlhIvDoeDgIAAzJ07F/Hx8TA1NQWPxwMAXLx4ESEhIdDX14eFhQWioqJQVlYmPl5lZSWmTJkCfX19WFlZYfPmzQgICEB8fLx4G4ZhcOjQIYl8GBkZSdQmFRUVYcKECTAyMoKxsTHGjBmDGzduiNc31DZt2rQJVlZWMDExQVxcHGpqasTbVFdXY/HixbCxsYG2tjacnZ2xe/dusCwLZ2dnbNq0SSIPubm5rdZYvv/++7hz5w6OHTuGkJAQ2Nra4s0330RaWhq0tLQQFxcnztu8efNQWFgIhmFgb28vdRkA7N+/Hx4eHtDR0YGJiQlGjBiByspKcZqff/45XF1d0atXLwwYMAA7duwQr3NwcAAAeHt7g2EYBAQESP+Q2ykgIEBqzW7jz4MQoloU2BFC2i05ORlcLhenTp1CYmIiHj16hGHDhsHb2xvnzp1DamoqSktLMWHCBPE+CxcuxIkTJ3D48GEcPXoUmZmZ+O233xRKt6amBjweD71798bPP/+MU6dOQV9fH8HBwRCJROLtMjIykJ+fj4yMDCQnJ0MoFEoEh1OmTMHXX3+Nbdu2IS8vD7t27YK+vj4YhgGfz29WUykQCPDmm2/C2dm5WZ7q6uqwb98+REREwNLSUmKdjo4O5syZg7S0NDx48AD//ve/sXr1avTt2xfFxcU4e/as1GXFxcWYNGkS+Hw+8vLykJmZibFjx4JlWQDAV199heXLl2Pt2rXIy8vDunXr8MEHHyA5ORkA8MsvvwAAjh07huLiYhw4cEChcpbXgQMHUFxcLH6NHTsWLi4usLCwUEl6hBApWEIIkSE6OprlcDisnp6e+DV+/HiWZVl26NChrLe3t8T2a9asYYOCgiSWFRUVsQDYK1eusE+ePGG5XC6bkpIiXn///n1WR0eH/de//iVeBoA9ePCgxHEMDQ1ZgUDAsizLfvnll6yLiwtbV1cnXl9dXc3q6OiwaWlp4rzb2dmxz58/F28THh7OTpw4kWVZlr1y5QoLgE1PT5d67rdv32Y5HA6bk5PDsizLikQi1tTUlBUKhVK3LykpYQGwW7Zskbr+wIEDLADx8bZs2cLa2dlJbNN02a+//soCYG/cuCH1mE5OTuzevXsllq1Zs4b18/NjWZZlCwoKWADs+fPnpe7fICMjgwXAPnz4UGK5tM9fT0+P7dWrl9TtWZZlP/nkE9bIyIi9cuWKXGkQQpSD2tgRQuQSGBiInTt3it/r6emJ/+/j4yOx7YULF5CRkQF9ff1mx8nPz8fTp08hEong6+srXm5sbAwXFxeF8nThwgVcu3YNvXv3llj+7Nkz5Ofni9+7u7uDw+GI31tZWeGPP/4AUP9YlcPhYOjQoVLTsLa2RlhYGJKSkjB48GB8//33qK6uRnh4eKt5Y/+uTVMGT09PDB8+HB4eHuDxeAgKCsL48ePRp08fVFZWIj8/H7GxsZg+fbp4n+fPn8PQ0FBpeWj6+QNATk4OIiMjm237448/YsmSJfj+++/Rv39/peWBECIbBXaEELno6elJffTYsK6xiooKjBo1Ch9//HGzba2srOTuTcswTLMAqXHbuIqKCvj4+OCrr75qtm/jjh1aWlrNjltXVweg/vGoLNOmTUNUVBS2bNkCgUCAiRMnQldXV+q2ZmZmMDIyQl5entT1eXl5YBimxbKUhsPhID09HadPn8bRo0fx6aef4v3330dOTo44H//9738lAuWG/ZRF2ud/69atZttdvnwZ//znP/HRRx8hKChIaekTQuRDbewIIUr38ssv49KlS7C3t4ezs7PES09PD05OTtDS0kJOTo54n4cPH+Kvv/6SOI6ZmRmKi4vF769evYqqqiqJdK5evQpzc/Nm6chbW+Xh4YG6ujqcOHGixW1CQ0Ohp6eHnTt3IjU1FXw+v8VtNTQ0MGHCBOzduxclJSUS654+fYodO3aAx+Mp3DuUYRi8/vrrWLVqFc6fPw8ul4uDBw/CwsIC1tbWuH79erMyaOg00dBLuba2VqE0FVVWVoZRo0Zh3LhxSEhIUGlahBDpKLAjhChdXFwcHjx4gEmTJuHs2bPIz89HWloapk6ditraWujr6yM2NhYLFy7ETz/9hIsXLyImJgYaGpK3pGHDhuGzzz7D+fPnce7cOcyaNUui9i0iIgKmpqYYM2YMfv75ZxQUFCAzMxPvvPOO1Nokaezt7REdHQ0+n49Dhw6Jj5GSkiLehsPhICYmBkuXLkW/fv3g5+fX6jHXrVsHS0tLvPXWW/jxxx9RVFSErKws8Hg81NTUYPv27QqUZv0jz3Xr1uHcuXMoLCzEgQMHcO/ePbi6ugIAVq1ahfXr12Pbtm3466+/8Mcff0AgEOCTTz4BUD98iY6OjrgTy+PHjxVKX17jxo2Drq4uVq5ciZKSEvFL1QElIeQFCuwIIUpnbW2NU6dOoba2FkFBQfDw8EB8fDyMjIzEwdvGjRvxxhtvYNSoURgxYgSGDBnSrK3e5s2bYWNjgzfeeAOTJ0/GggULJB6B6urqIisrC7a2thg7dixcXV0RGxuLZ8+ewcDAQO787ty5E+PHj8ecOXMwYMAATJ8+XWIoEQCIjY2FSCTC1KlTZR7PxMQEZ86cQWBgIGbOnAknJydMmDABTk5OOHv2rHgMO3kZGBggKysLoaGh6N+/P5YtW4bNmzcjJCQEQP2j4s8//xwCgQAeHh4YOnQohEKhuMZOU1MT27Ztw65du2BtbY0xY8YolL68srKycPHiRdjZ2cHKykr8KioqUkl6hJDmGFaZLXwJIaQdAgIC4OXlha1bt3Z0Vpr5+eefMXz4cBQVFXXb4TsyMzMRGBiIhw8fqmSAYnWlQUhPRjV2hBDSiurqaty6dQsrV65EeHh4tw3qGuvbty8mTZqk9OO6u7uLaxkJIapBvWIJIaQVX3/9NWJjY+Hl5YUvvviio7OjUr6+vrh69SoASB2qpr1++OEHca9mRR6VE0LkR49iCSGEEEK6CXoUSwghhBDSTVBgRwghhBDSTVBgRwghhBDSTVBgRwghhBDSTVBgRwghhBDSTVBgRwghhBDSTVBgRwghhBDSTVBgRwghhBDSTVBgRwghhBDSTfw/ekCX+wgYrXkAAAAASUVORK5CYII=", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "noise_power = w2db(np.mean(db2w(noise_floor)))\n", + "peak_power = da.max(dim=\"frequency\")\n", + "lo_power = xr.zeros_like(peak_power)\n", + "image_power = xr.zeros_like(peak_power)\n", + "spur_power = xr.zeros_like(peak_power)\n", + "for gg, g in enumerate(tx_gain):\n", + " da_g = da.sel(tx_gain=g)\n", + "\n", + " # find the peak\n", + " # This is around the 0 Hz offset but depending on discrepancies of reference oscillators may be slightly off\n", + " idx_peak = np.argmax(da_g.data, axis=da_g.dims.index(\"frequency\"))\n", + " freq_peak = da_g.frequency[idx_peak].data\n", + "\n", + " freq_lo = freq_peak - vna.FREQUENCY_OFFSET\n", + " idx_lo = np.abs(da_g.frequency.data - freq_lo).argmin()\n", + "\n", + " freq_image = freq_peak - 2 * vna.FREQUENCY_OFFSET\n", + " idx_image = np.abs(da_g.frequency.data - freq_image).argmin()\n", + "\n", + " # find all local minima\n", + " idx_min = argrelmin(da_g.data, axis=da_g.dims.index(\"frequency\"))[0]\n", + "\n", + " # find the local minima on either side of each signal\n", + " # peak\n", + " idx_lower = np.max(idx_min[idx_min < idx_peak])\n", + " idx_upper = np.min(idx_min[idx_min > idx_peak])\n", + " # lo\n", + " idx_lo_lower = np.max(idx_min[idx_min < idx_lo])\n", + " idx_lo_upper = np.min(idx_min[idx_min > idx_lo])\n", + " # image\n", + " idx_image_lower = np.max(idx_min[idx_min < idx_image])\n", + " idx_image_upper = np.min(idx_min[idx_min > idx_image])\n", + "\n", + " # mask off the main signal\n", + " idx_mask = np.arange(len(da_g.frequency), dtype=int)\n", + " da_g_masked = da_g[\n", + " ((idx_mask < idx_lower) | (idx_mask > idx_upper)) &\n", + " ((idx_mask < idx_lo_lower) | (idx_mask > idx_lo_upper)) &\n", + " ((idx_mask < idx_image_lower) | (idx_mask > idx_image_upper))\n", + " ]\n", + "\n", + " # find the peak of what remains\n", + " freq_spur = da_g_masked.idxmax()\n", + " spur_power.loc[dict(tx_gain=g)] = da_g_masked.max()\n", + "\n", + " # extract the other peaks\n", + " lo_power.loc[dict(tx_gain=g)] = da_g[(idx_mask >= idx_lo_lower) & (idx_mask <= idx_lo_upper)].max()\n", + " image_power.loc[dict(tx_gain=g)] = da_g[(idx_mask >= idx_image_lower) & (idx_mask <= idx_image_upper)].max()\n", + "\n", + " # the highest power measurement will most clearly illustrate spurious content\n", + " if gg in [0, 70/2, 76/2, len(tx_gain) - 1]:\n", + " plt.figure()\n", + " plt.axvline(freq_peak, color=\"blue\", label=\"Fundamental\")\n", + " plt.axvline(freq_lo, color=\"orange\", label=\"LO\")\n", + " plt.axvline(freq_image, color=\"green\", label=\"Image\")\n", + " plt.plot(da_g.frequency, da_g)\n", + " plt.scatter(freq_spur, da_g.sel(frequency=freq_spur), marker=CARETDOWN, color=\"k\")\n", + " # plt.gca().annotate(\"spur\", (freq_spur, da_g.sel(frequency=freq_spur)), va=\"bottom\", ha=\"center\")\n", + " plt.axvspan(da_g.frequency[idx_lower], da_g.frequency[idx_upper], facecolor=\"r\", alpha=0.2, hatch=\"xxx\", label=\"Signal Mask\")\n", + " plt.axvspan(da_g.frequency[idx_lo_lower], da_g.frequency[idx_lo_upper], facecolor=\"r\", alpha=0.2, hatch=\"xxx\")\n", + " plt.axvspan(da_g.frequency[idx_image_lower], da_g.frequency[idx_image_upper], facecolor=\"r\", alpha=0.2, hatch=\"xxx\")\n", + " plt.xlim(da_g.frequency[0], da_g.frequency[-1])\n", + " plt.xlabel(\"Frequency Offset [Hz]\")\n", + " plt.ylabel(\"Measured Power [dBm]\")\n", + " plt.title(f\"Spur Finding Methodology (tx_gain = {g})\")\n", + " plt.legend()\n", + " plt.gca().xaxis.set_major_formatter(EngFormatter())\n", + " plt.grid(True)\n", + " plt.tight_layout()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "425ddd04", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(da.tx_gain, peak_power, label=\"peak\")\n", + "plt.plot(da.tx_gain, lo_power, label=\"LO\")\n", + "plt.plot(da.tx_gain, image_power, label=\"image\")\n", + "plt.plot(da.tx_gain, spur_power, label=\"spur\")\n", + "plt.axhline(noise_power, color=\"black\", label=\"SA noise floor\")\n", + "plt.xlabel(\"Commanded TX Gain Literal\")\n", + "plt.ylabel(\"Measured Power [dBm]\")\n", + "plt.xlim(da.tx_gain[0], da.tx_gain[-1])\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "77d86785", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(da.tx_gain, peak_power - peak_power, label=\"peak\")\n", + "plt.plot(da.tx_gain, lo_power - peak_power, label=\"LO\")\n", + "plt.plot(da.tx_gain, image_power - peak_power, label=\"image\")\n", + "plt.plot(da.tx_gain, spur_power - peak_power, label=\"spur\")\n", + "plt.plot(da.tx_gain, noise_power - peak_power, color=\"black\", label=\"SA noise floor\")\n", + "plt.xlabel(\"Commanded TX Gain Literal\")\n", + "plt.ylabel(\"Measured Power [dBc]\")\n", + "plt.xlim(da.tx_gain[0], da.tx_gain[-1])\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.tight_layout()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "148bdb90", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}